## Warning: package 'ggplot2' was built under R version 3.2.4
##
## Call:
## lm(formula = TEover ~ TEzscores[, 2] + TEzscores[, 3] + TEzscores[,
## 4] + TEzscores[, 5] + TEzscores[, 6] + TEzscores[, 7] + TEzscores[,
## 8] + TEzscores[, 9] + TEzscores[, 10] + TEzscores[, 11] +
## TEzscores[, 12] + TEzscores[, 13] + TEzscores[, 14] + TEzscores[,
## 15] + TEzscores[, 16] + TEzscores[, 17] + TEzscores[, 18] +
## TEzscores[, 19] + TEzscores[, 20] + TEzscores[, 21] + TEzscores[,
## 22] + TEzscores[, 23] + TEzscores[, 24] + TEzscores[, 25],
## data = TEzscores)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.052798 -0.019526 -0.001528 0.017953 0.064147
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.077e-15 2.013e-03 0.000 1.00000
## TEzscores[, 2] 7.134e-02 4.279e-03 16.672 < 2e-16 ***
## TEzscores[, 3] 4.136e-02 3.723e-03 11.108 < 2e-16 ***
## TEzscores[, 4] 7.346e-02 2.732e-03 26.886 < 2e-16 ***
## TEzscores[, 5] 4.975e-02 3.920e-03 12.692 < 2e-16 ***
## TEzscores[, 6] 3.378e-01 3.519e-03 95.990 < 2e-16 ***
## TEzscores[, 7] 1.377e-01 5.246e-03 26.256 < 2e-16 ***
## TEzscores[, 8] 2.643e-02 2.718e-03 9.724 < 2e-16 ***
## TEzscores[, 9] 1.659e-01 3.432e-03 48.338 < 2e-16 ***
## TEzscores[, 10] 6.616e-02 3.291e-03 20.103 < 2e-16 ***
## TEzscores[, 11] 4.439e-02 3.823e-03 11.611 < 2e-16 ***
## TEzscores[, 12] -2.306e-04 2.268e-03 -0.102 0.91916
## TEzscores[, 13] -5.723e-03 2.863e-03 -1.999 0.04745 *
## TEzscores[, 14] -7.489e-03 2.437e-03 -3.074 0.00252 **
## TEzscores[, 15] 5.422e-02 5.469e-03 9.914 < 2e-16 ***
## TEzscores[, 16] 6.746e-02 4.000e-03 16.865 < 2e-16 ***
## TEzscores[, 17] 7.516e-02 6.280e-03 11.969 < 2e-16 ***
## TEzscores[, 18] 3.692e-02 5.146e-03 7.174 3.32e-11 ***
## TEzscores[, 19] 5.059e-02 8.250e-03 6.132 7.60e-09 ***
## TEzscores[, 20] 2.989e-02 9.144e-03 3.268 0.00135 **
## TEzscores[, 21] 8.048e-02 2.846e-03 28.273 < 2e-16 ***
## TEzscores[, 22] 1.069e-01 4.799e-03 22.271 < 2e-16 ***
## TEzscores[, 23] 1.669e-01 4.720e-03 35.361 < 2e-16 ***
## TEzscores[, 24] 2.137e-01 4.389e-03 48.683 < 2e-16 ***
## TEzscores[, 25] 7.591e-02 3.742e-03 20.287 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.0264 on 147 degrees of freedom
## Multiple R-squared: 0.9994, Adjusted R-squared: 0.9993
## F-statistic: 1.028e+04 on 24 and 147 DF, p-value: < 2.2e-16
##
## Call:
## lm(formula = TEover ~ TEReduced[, 2] + TEReduced[, 3] + TEReduced[,
## 4] + TEReduced[, 5] + TEReduced[, 6] + TEReduced[, 7] + TEReduced[,
## 8] + TEReduced[, 9] + TEReduced[, 10] + TEReduced[, 11] +
## TEReduced[, 12] + TEReduced[, 13] + TEReduced[, 14] + TEReduced[,
## 15] + TEReduced[, 16] + TEReduced[, 17] + TEReduced[, 18] +
## TEReduced[, 19] + TEReduced[, 20] + TEReduced[, 21] + TEReduced[,
## 22] + TEReduced[, 23] + TEReduced[, 24], data = TEReduced)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.052763 -0.019293 -0.001542 0.018034 0.064595
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.077e-15 2.006e-03 0.000 1.00000
## TEReduced[, 2] 7.139e-02 4.233e-03 16.865 < 2e-16 ***
## TEReduced[, 3] 4.133e-02 3.698e-03 11.175 < 2e-16 ***
## TEReduced[, 4] 7.345e-02 2.723e-03 26.977 < 2e-16 ***
## TEReduced[, 5] 4.974e-02 3.905e-03 12.737 < 2e-16 ***
## TEReduced[, 6] 3.378e-01 3.501e-03 96.463 < 2e-16 ***
## TEReduced[, 7] 1.377e-01 5.228e-03 26.344 < 2e-16 ***
## TEReduced[, 8] 2.639e-02 2.680e-03 9.844 < 2e-16 ***
## TEReduced[, 9] 1.659e-01 3.417e-03 48.546 < 2e-16 ***
## TEReduced[, 10] 6.611e-02 3.245e-03 20.373 < 2e-16 ***
## TEReduced[, 11] 4.445e-02 3.761e-03 11.819 < 2e-16 ***
## TEReduced[, 12] -5.733e-03 2.852e-03 -2.010 0.04623 *
## TEReduced[, 13] -7.466e-03 2.418e-03 -3.088 0.00241 **
## TEReduced[, 14] 5.432e-02 5.359e-03 10.136 < 2e-16 ***
## TEReduced[, 15] 6.745e-02 3.983e-03 16.933 < 2e-16 ***
## TEReduced[, 16] 7.508e-02 6.204e-03 12.101 < 2e-16 ***
## TEReduced[, 17] 3.690e-02 5.127e-03 7.198 2.85e-11 ***
## TEReduced[, 18] 5.064e-02 8.209e-03 6.169 6.25e-09 ***
## TEReduced[, 19] 2.979e-02 9.060e-03 3.288 0.00126 **
## TEReduced[, 20] 8.048e-02 2.837e-03 28.369 < 2e-16 ***
## TEReduced[, 21] 1.069e-01 4.737e-03 22.573 < 2e-16 ***
## TEReduced[, 22] 1.669e-01 4.700e-03 35.509 < 2e-16 ***
## TEReduced[, 23] 2.137e-01 4.361e-03 49.006 < 2e-16 ***
## TEReduced[, 24] 7.592e-02 3.728e-03 20.366 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02631 on 148 degrees of freedom
## Multiple R-squared: 0.9994, Adjusted R-squared: 0.9993
## F-statistic: 1.08e+04 on 23 and 148 DF, p-value: < 2.2e-16
##
## Call:
## lm(formula = TEover ~ TEzscores[, 2] + TEzscores[, 3] + TEzscores[,
## 4] + TEzscores[, 5] + TEzscores[, 6] + TEzscores[, 7] + TEzscores[,
## 8] + TEzscores[, 9] + TEzscores[, 10] + TEzscores[, 11] +
## TEzscores[, 12] + TEzscores[, 13] + TEzscores[, 14] + TEzscores[,
## 15] + TEzscores[, 16] + TEzscores[, 17] + TEzscores[, 18] +
## TEzscores[, 19] + TEzscores[, 20] + TEzscores[, 21] + TEzscores[,
## 22] + TEzscores[, 23] + TEzscores[, 24] + TEzscores[, 25],
## data = TEzscores)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.052798 -0.019526 -0.001528 0.017953 0.064147
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.077e-15 2.013e-03 0.000 1.00000
## TEzscores[, 2] 7.134e-02 4.279e-03 16.672 < 2e-16 ***
## TEzscores[, 3] 4.136e-02 3.723e-03 11.108 < 2e-16 ***
## TEzscores[, 4] 7.346e-02 2.732e-03 26.886 < 2e-16 ***
## TEzscores[, 5] 4.975e-02 3.920e-03 12.692 < 2e-16 ***
## TEzscores[, 6] 3.378e-01 3.519e-03 95.990 < 2e-16 ***
## TEzscores[, 7] 1.377e-01 5.246e-03 26.256 < 2e-16 ***
## TEzscores[, 8] 2.643e-02 2.718e-03 9.724 < 2e-16 ***
## TEzscores[, 9] 1.659e-01 3.432e-03 48.338 < 2e-16 ***
## TEzscores[, 10] 6.616e-02 3.291e-03 20.103 < 2e-16 ***
## TEzscores[, 11] 4.439e-02 3.823e-03 11.611 < 2e-16 ***
## TEzscores[, 12] -2.306e-04 2.268e-03 -0.102 0.91916
## TEzscores[, 13] -5.723e-03 2.863e-03 -1.999 0.04745 *
## TEzscores[, 14] -7.489e-03 2.437e-03 -3.074 0.00252 **
## TEzscores[, 15] 5.422e-02 5.469e-03 9.914 < 2e-16 ***
## TEzscores[, 16] 6.746e-02 4.000e-03 16.865 < 2e-16 ***
## TEzscores[, 17] 7.516e-02 6.280e-03 11.969 < 2e-16 ***
## TEzscores[, 18] 3.692e-02 5.146e-03 7.174 3.32e-11 ***
## TEzscores[, 19] 5.059e-02 8.250e-03 6.132 7.60e-09 ***
## TEzscores[, 20] 2.989e-02 9.144e-03 3.268 0.00135 **
## TEzscores[, 21] 8.048e-02 2.846e-03 28.273 < 2e-16 ***
## TEzscores[, 22] 1.069e-01 4.799e-03 22.271 < 2e-16 ***
## TEzscores[, 23] 1.669e-01 4.720e-03 35.361 < 2e-16 ***
## TEzscores[, 24] 2.137e-01 4.389e-03 48.683 < 2e-16 ***
## TEzscores[, 25] 7.591e-02 3.742e-03 20.287 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.0264 on 147 degrees of freedom
## Multiple R-squared: 0.9994, Adjusted R-squared: 0.9993
## F-statistic: 1.028e+04 on 24 and 147 DF, p-value: < 2.2e-16
## K-means clustering with 5 clusters of sizes 6, 6, 6, 5, 1
##
## Cluster means:
## Speed Acceleration Strength Agility Awareness Catching
## 1 59.68420 45.078834 1.476291 61.30405 -26.930085 92.00016
## 2 -12.30796 -8.620518 15.405435 -14.48719 10.014427 -12.38254
## 3 36.24551 27.873249 -8.312797 43.05417 6.564905 69.01410
## 4 20.87951 17.287515 -3.404080 20.98647 -7.567721 22.28976
## 5 -20.74728 -15.975724 5.877329 -14.44818 185.046478 20.64613
## Carrying Run.Block Pass.Block Jumping Injury Stamina
## 1 35.3697357 -37.52948 -45.311268 118.50308 -19.394352 36.696337
## 2 0.2163289 23.04360 22.383120 -18.56870 9.306836 -2.183553
## 3 17.2652432 -29.26043 -33.010959 73.01410 -13.571581 24.021420
## 4 11.3345301 -13.14663 -13.128703 31.89678 -4.263049 10.372705
## 5 2.5733714 25.02642 1.924963 -35.68135 3.948456 10.759214
## Toughness Trucking Elusiveness Ball.Carrier.Vision Stiff.Arm
## 1 -13.040029 204.220896 152.26741 261.41337 224.137620
## 2 18.453420 -6.402455 -34.97279 -22.34537 -4.117537
## 3 -10.001587 96.521204 104.90277 138.10141 105.439356
## 4 -4.681994 35.041473 38.97958 52.28032 40.326078
## 5 26.843805 -18.961002 -36.78754 -31.42486 -14.000918
## Spin.Move Juke.Move Impact.Block Spectactular.Catch Catch.In.Traffic
## 1 271.21245 280.29301 -2.958702 166.949907 131.639966
## 2 -33.58180 -32.03108 19.686047 -23.639195 -7.254205
## 3 140.91403 150.85151 -14.778412 111.150528 80.709982
## 4 54.27247 57.19876 -6.235020 39.766558 24.905739
## 5 -48.31327 -34.76384 -3.534408 -7.068339 8.896573
## Route.Running Release
## 1 100.82339 255.94463
## 2 -12.11833 -18.27930
## 3 82.74583 130.35641
## 4 20.31310 46.64068
## 5 89.38396 -14.11662
##
## Clustering vector:
## Speed Acceleration Strength
## 4 4 2
## Agility Awareness Catching
## 4 5 3
## Carrying Run.Block Pass.Block
## 4 2 2
## Jumping Injury Stamina
## 3 2 4
## Toughness Trucking Elusiveness
## 2 1 3
## Ball.Carrier.Vision Stiff.Arm Spin.Move
## 1 1 1
## Juke.Move Impact.Block Spectactular.Catch
## 1 2 3
## Catch.In.Traffic Route.Running Release
## 3 3 1
##
## Within cluster sum of squares by cluster:
## [1] 82699.58 24999.95 93154.82 12399.13 0.00
## (between_SS / total_SS = 91.1 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss"
## [5] "tot.withinss" "betweenss" "size" "iter"
## [9] "ifault"
## [1] 0.1680250 0.2329170 0.1144132 0.1567759 0.0926276 0.2352413
## [1] 0.1903109 0.4297927 0.1713990 0.0000000 0.0000000 0.2084974
## [1] 0.18682586 0.06022658 0.09152703 0.14503765 0.22644325 0.28993962
## [1] 0.3777001 0.2189750 0.2633947 0.1399301 0.0000000
## [1] 1
##
## Call:
## lm(formula = TEover ~ TEReduced[, 2] + TEReduced[, 3] + TEReduced[,
## 4] + TEReduced[, 5] + TEReduced[, 6] + TEReduced[, 7] + TEReduced[,
## 8] + TEReduced[, 9] + TEReduced[, 10] + TEReduced[, 11] +
## TEReduced[, 12] + TEReduced[, 13] + TEReduced[, 14] + TEReduced[,
## 15] + TEReduced[, 16] + TEReduced[, 17] + TEReduced[, 18] +
## TEReduced[, 19] + TEReduced[, 20] + TEReduced[, 21] + TEReduced[,
## 22] + TEReduced[, 23] + TEReduced[, 24], data = TEReduced)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.052763 -0.019293 -0.001542 0.018034 0.064595
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.077e-15 2.006e-03 0.000 1.00000
## TEReduced[, 2] 7.139e-02 4.233e-03 16.865 < 2e-16 ***
## TEReduced[, 3] 4.133e-02 3.698e-03 11.175 < 2e-16 ***
## TEReduced[, 4] 7.345e-02 2.723e-03 26.977 < 2e-16 ***
## TEReduced[, 5] 4.974e-02 3.905e-03 12.737 < 2e-16 ***
## TEReduced[, 6] 3.378e-01 3.501e-03 96.463 < 2e-16 ***
## TEReduced[, 7] 1.377e-01 5.228e-03 26.344 < 2e-16 ***
## TEReduced[, 8] 2.639e-02 2.680e-03 9.844 < 2e-16 ***
## TEReduced[, 9] 1.659e-01 3.417e-03 48.546 < 2e-16 ***
## TEReduced[, 10] 6.611e-02 3.245e-03 20.373 < 2e-16 ***
## TEReduced[, 11] 4.445e-02 3.761e-03 11.819 < 2e-16 ***
## TEReduced[, 12] -5.733e-03 2.852e-03 -2.010 0.04623 *
## TEReduced[, 13] -7.466e-03 2.418e-03 -3.088 0.00241 **
## TEReduced[, 14] 5.432e-02 5.359e-03 10.136 < 2e-16 ***
## TEReduced[, 15] 6.745e-02 3.983e-03 16.933 < 2e-16 ***
## TEReduced[, 16] 7.508e-02 6.204e-03 12.101 < 2e-16 ***
## TEReduced[, 17] 3.690e-02 5.127e-03 7.198 2.85e-11 ***
## TEReduced[, 18] 5.064e-02 8.209e-03 6.169 6.25e-09 ***
## TEReduced[, 19] 2.979e-02 9.060e-03 3.288 0.00126 **
## TEReduced[, 20] 8.048e-02 2.837e-03 28.369 < 2e-16 ***
## TEReduced[, 21] 1.069e-01 4.737e-03 22.573 < 2e-16 ***
## TEReduced[, 22] 1.669e-01 4.700e-03 35.509 < 2e-16 ***
## TEReduced[, 23] 2.137e-01 4.361e-03 49.006 < 2e-16 ***
## TEReduced[, 24] 7.592e-02 3.728e-03 20.366 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02631 on 148 degrees of freedom
## Multiple R-squared: 0.9994, Adjusted R-squared: 0.9993
## F-statistic: 1.08e+04 on 23 and 148 DF, p-value: < 2.2e-16
## K-means clustering with 3 clusters of sizes 3, 6, 14
##
## Cluster means:
## Speed Acceleration Strength Agility Awareness Catching
## 1 0.2720149 0.2817847 0.008644202 0.3223136 0.2494944 0.5685144
## 2 -0.3020732 -0.2613067 0.411265094 -0.3364851 0.2623628 -0.1586276
## 3 0.6253508 0.5840863 -0.069863336 0.6320917 -0.1119517 0.6414884
## Carrying Run.Block Pass.Block Jumping Stamina Toughness
## 1 0.533225699 -0.1742733 -0.2268087 0.3376216 0.6028655 0.1080945
## 2 0.009074182 0.5074732 0.4511959 -0.2576447 -0.0367702 0.3532324
## 3 0.368580646 -0.3694652 -0.4082073 0.6722617 0.4306230 -0.1339397
## Trucking Elusiveness Ball.Carrier.Vision Stiff.Arm Spin.Move
## 1 0.47247907 0.2507076 0.5058714 0.45177131 0.4282811
## 2 -0.04847497 -0.3457414 -0.1865342 -0.01981848 -0.2704873
## 3 0.68197599 0.5930003 0.7548546 0.68046197 0.7597994
## Juke.Move Impact.Block Spectactular.Catch Catch.In.Traffic
## 1 0.4533435 -0.08586536 0.4929507 0.55384448
## 2 -0.2440755 0.42299163 -0.2316354 -0.06760087
## 3 0.7800128 -0.12494020 0.7295099 0.65383774
## Route.Running Release
## 1 0.5532301 0.4337787
## 2 -0.0326611 -0.1123519
## 3 0.4490700 0.6615722
##
## Clustering vector:
## Speed Acceleration Strength
## 3 3 2
## Agility Awareness Catching
## 3 2 3
## Carrying Run.Block Pass.Block
## 1 2 2
## Jumping Stamina Toughness
## 3 1 2
## Trucking Elusiveness Ball.Carrier.Vision
## 3 3 3
## Stiff.Arm Spin.Move Juke.Move
## 3 3 3
## Impact.Block Spectactular.Catch Catch.In.Traffic
## 2 3 3
## Route.Running Release
## 1 3
##
## Within cluster sum of squares by cluster:
## [1] 1.289214 5.906649 5.839198
## (between_SS / total_SS = 82.1 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss"
## [5] "tot.withinss" "betweenss" "size" "iter"
## [9] "ifault"
## [1] 0.1099171 0.0000000 0.8900829
## [1] 0.10148672 0.46674220 0.22922597 0.09134496 0.00000000 0.11120015
## [1] 0.07077838 0.04098166 0.04932077 0.13653941 0.04407536 0.05386217
## [7] 0.06688151 0.07444720 0.03658899 0.05021319 0.02953892 0.10599901
## [13] 0.16549331 0.07528012
## OVR Speed Acceleration Strength Agility Awareness
## 1 0.1194834 -0.12737631 -0.06344743 0.53423004 -0.3752784 -0.1980070
## 2 -1.6054881 -1.34575916 -1.21858441 -0.06650454 -1.1569584 0.3040927
## 3 1.2396456 0.81728003 0.72590482 -0.24622395 0.9475679 0.7971024
## 4 -0.1108812 0.74472672 0.56379489 -0.64496140 0.7987799 -0.6587450
## 5 0.9947508 0.03147894 0.10291581 -0.05020998 0.3216782 0.8702097
## Catching Carrying Run.Block Pass.Block Jumping Injury
## 1 -0.1238678 0.269330113 0.4425665 0.4580142 -0.04733347 0.01738982
## 2 -1.5795996 -1.079801377 0.7862929 0.8751929 -1.47575123 0.48622486
## 3 1.2794571 -0.096096857 -0.5007758 -0.6956685 0.79535565 -1.29730323
## 4 0.2590699 -0.003193835 -0.8822864 -0.7926541 0.56740771 -0.05382563
## 5 0.9297438 0.703099951 -0.2272018 -0.4143080 0.33324793 0.45655176
## Stamina Toughness Trucking Elusiveness Ball.Carrier.Vision
## 1 -0.004383440 0.25606900 0.3751342 -0.2680281 0.1184199
## 2 -1.107404878 0.17787836 -1.8756822 -1.2880406 -1.8852217
## 3 0.683647817 -0.01696806 0.5829731 0.6851342 0.6558974
## 4 0.002307473 -0.86392146 0.2061483 0.8792918 0.4834145
## 5 0.931854760 0.72400705 0.4734161 0.2210189 0.6549364
## Stiff.Arm Spin.Move Juke.Move Impact.Block Spectactular.Catch
## 1 0.40291003 0.05557562 0.07075145 0.62955802 -0.05003474
## 2 -1.82115912 -1.88382754 -1.96147659 0.08329358 -1.76612158
## 3 0.55627921 0.61934019 0.66046390 -0.50033186 1.02193595
## 4 0.07565818 0.66445275 0.65940458 -0.60452074 0.49845251
## 5 0.59865826 0.51212061 0.54620824 -0.41563909 0.68312912
## Catch.In.Traffic Route.Running Release
## 1 0.2123468 -0.2035597 0.2466308
## 2 -1.7790563 -0.9879172 -1.8211015
## 3 0.8498807 1.4581900 0.7398844
## 4 0.1158824 -0.1454659 0.2615913
## 5 0.8051592 1.0480874 0.5543620
## Speed Acceleration Strength Agility Awareness Catching
## 1 -0.27650036 -0.20151229 0.4045407 -0.48124294 -0.3034511 -0.1976212
## 2 -0.42095470 -0.33378733 1.0018881 -0.19847347 1.4426615 -0.5621112
## 3 0.05070678 0.04248269 -0.2940241 0.09184208 0.4943519 0.5860695
## 4 0.74720188 0.55038385 -0.6558409 0.74849871 -0.7365011 0.1317925
## 5 -0.14849346 -0.08950477 -1.0212949 0.18814079 0.3932267 0.7440733
## Carrying Run.Block Pass.Block Jumping Injury Stamina
## 1 0.15798677 0.2942790 0.3337546 -0.140617730 -0.06116235 -0.06169929
## 2 -0.09490775 1.9337040 1.9994284 -0.593308144 1.60274413 -0.03731019
## 3 -0.16289285 -0.5690754 -0.7548737 0.269372846 -2.49696091 0.13080626
## 4 -0.17759818 -0.9203585 -0.8436943 0.512162027 -0.23095170 -0.04343996
## 5 0.06479773 -1.1575172 -1.4206236 0.003777047 -0.06757306 0.25797345
## Toughness Trucking Elusiveness Ball.Carrier.Vision Stiff.Arm
## 1 0.18315039 0.23904004 -0.4198903 0.02562351 0.27874273
## 2 1.24099680 -0.81731749 -0.2323502 -0.86692951 -0.79265436
## 3 0.04549713 0.21942279 -0.4881321 -0.09157057 0.19119215
## 4 -0.84314985 0.12495885 0.7216400 0.36528156 0.02454644
## 5 -0.42559159 -0.09540865 0.3837858 0.29998117 -0.03345434
## Spin.Move Juke.Move Impact.Block Spectactular.Catch Catch.In.Traffic
## 1 -0.06784741 -0.05866631 0.4131739 -0.1734513 0.11812082
## 2 -0.87933110 -0.93160537 1.2076807 -0.7379035 -0.72260940
## 3 0.01865567 0.04692298 -0.4122079 0.6656848 0.48353477
## 4 0.54202825 0.54402461 -0.6874328 0.3464493 -0.07833217
## 5 0.19550491 0.21315539 -1.1782672 0.4159898 0.43663504
## Route.Running Release
## 1 -0.30665890 0.12081611
## 2 0.09416794 -0.77507254
## 3 0.88496554 0.17392185
## 4 -0.24933462 0.20097359
## 5 0.88847149 0.08888568
## OVR Speed Acceleration Strength Agility Awareness
## 1 0.2418639 -0.2368963 -0.1381670 0.57198491 -0.4710998 0.09376788
## 2 -1.6054881 -1.3457592 -1.2185844 -0.06650454 -1.1569584 0.30409269
## 3 0.6346542 0.6018801 0.5476288 -0.83718628 0.6783212 0.54732551
## 4 -0.2319870 0.6456620 0.4478642 -0.29841781 0.6342864 -1.04203491
## 5 1.7361607 0.3467266 0.4344666 0.74007616 0.8555777 1.11947669
## Catching Carrying Run.Block Pass.Block Jumping Stamina
## 1 -0.05712200 0.296774505 0.4869108 0.46624652 -0.08166679 0.03968726
## 2 -1.57959955 -1.079801377 0.7862929 0.87519285 -1.47575123 -1.10740488
## 3 0.77877113 0.056890185 -0.9281595 -1.10917193 0.52967240 0.43770638
## 4 0.09437547 -0.009581505 -0.5870876 -0.33988189 0.51348583 -0.06375912
## 5 1.54215998 0.992484211 0.4313125 -0.08108571 0.57888613 1.45668342
## Toughness Trucking Elusiveness Ball.Carrier.Vision Stiff.Arm
## 1 0.3509649 0.3762761 -0.3898609 0.0766052 0.4181110
## 2 0.1778784 -1.8756822 -1.2880406 -1.8852217 -1.8211591
## 3 -0.0925889 0.2571015 0.8893833 0.5847452 0.2466317
## 4 -0.7378121 0.2975831 0.6289373 0.4307993 0.1851233
## 5 0.8085976 0.8373372 0.2318867 0.9319580 0.9423010
## Spin.Move Juke.Move Impact.Block Spectactular.Catch
## 1 -0.002104026 0.04332402 0.63624602 -0.07540191
## 2 -1.883827537 -1.96147659 0.08329358 -1.76612158
## 3 0.706229183 0.69879819 -0.90232117 0.80552308
## 4 0.561167408 0.52580657 -0.23496247 0.39380384
## 5 0.511464009 0.62338756 0.03161841 0.91991745
## Catch.In.Traffic Route.Running Release
## 1 0.2599086 -0.06554268 0.2498858
## 2 -1.7790563 -0.98791716 -1.8211015
## 3 0.4557978 0.97070959 0.4123745
## 4 0.1420305 -0.41426390 0.2951669
## 5 1.1921618 1.51235452 0.9049329
## Speed Acceleration Strength Agility Awareness Catching
## 1 -0.04223557 -0.01658071 0.2676876 -0.3213663 -0.6346255 -0.19224941
## 2 -0.41752404 -0.29430419 1.0828196 -0.3098142 1.3583698 -0.54038828
## 3 0.21390102 0.23667440 -1.2356047 0.4464475 0.2651438 0.61464027
## 4 0.75363332 0.53780651 -0.3807660 0.7485139 -0.9266516 0.04590917
## 5 -0.84992216 -0.78936049 0.5067953 -0.7032187 0.6325599 0.12221742
## Carrying Run.Block Pass.Block Jumping Stamina Toughness
## 1 0.126076032 0.22683460 0.4078489 0.04281203 -0.1057249 -0.1062288
## 2 -0.029721210 1.90525923 1.8613360 -0.67675756 -0.1911772 1.2110754
## 3 0.004006693 -1.11264204 -1.2714187 0.20172509 0.2352774 -0.6035521
## 4 -0.301365395 -0.85193268 -0.8307270 0.51659775 -0.2314769 -0.7513654
## 5 0.196976179 -0.03734688 -0.1839599 -0.29682512 0.4953221 0.7483129
## Trucking Elusiveness Ball.Carrier.Vision Stiff.Arm Spin.Move
## 1 0.2230199 -0.2080996 0.0742447296 0.26595428 0.02816699
## 2 -0.6568561 -0.3192104 -0.8335754594 -0.67190278 -0.89125037
## 3 -0.0290970 0.5075953 0.3274456412 -0.01935123 0.34948595
## 4 0.1459624 0.6795098 0.2837178673 0.03005901 0.50750900
## 5 0.2066373 -0.9666554 -0.0001997552 0.28724561 -0.19316492
## Juke.Move Impact.Block Spectactular.Catch Catch.In.Traffic
## 1 -0.02265488 0.34702885 -0.02566244 0.07387441
## 2 -0.87880093 1.28572657 -0.72364685 -0.62233008
## 3 0.36238425 -1.18230122 0.54626208 0.28085142
## 4 0.49908772 -0.44836922 0.27594438 -0.10306139
## 5 -0.09398314 0.03532052 -0.27274986 0.38660990
## Route.Running Release
## 1 -0.49364928 0.08552923
## 2 0.04188324 -0.68921022
## 3 0.73088992 0.13123625
## 4 -0.38711401 0.18857872
## 5 0.51790433 0.25148494
## Overall Routes Blocking Speed And Skill
## 1 -0.4897011 -0.7970674 -0.6896696 0.19752783
## 2 0.3662960 0.1521897 0.5735209 -0.08527354
## 3 1.5673906 1.4453995 0.5272672 0.83781081
## 4 -1.7500454 -1.1375028 0.3470230 -1.71790997
## 5 0.2966389 0.4774362 -0.3753932 0.45130092
## Routes Blocking Speed And Skill
## 1 0.134762296 -0.4954373 0.3606750
## 2 -0.313410460 1.2707927 -0.9573822
## 3 0.652075651 -0.7706840 0.1186084
## 4 -0.523493870 -0.1011435 0.6246373
## 5 0.001658614 0.2665688 -0.2682275
## Overall Power Running Blocking Catching Speed Running Awareness
## 1 0.2955388 0.1382339 0.5520340 -0.06111733 -0.2838451 0.4067837
## 2 -1.6623283 -1.9150926 0.4752214 -1.48101253 -1.2211864 0.2647912
## 3 1.6280294 0.6799429 0.2665738 1.08635381 0.5326136 1.2294203
## 4 -0.3509873 0.3485147 -0.1636429 -0.02739188 0.2931539 -1.2889342
## 5 0.4775682 0.4327958 -0.8278468 0.59176225 0.5237936 0.3538516
## Power Running Blocking Catching Speed Running Awareness
## 1 0.04004078 0.81107370 -0.2913303 -0.1728357 -0.3869485
## 2 -1.28805695 1.28695281 -0.6992120 -0.7007988 1.4011150
## 3 0.16487243 -1.01876255 0.4197004 0.2171727 0.2170170
## 4 0.53088232 -0.29789134 0.2159352 0.6565795 -1.1055057
## 5 -0.05917298 0.04358938 -0.0735373 -0.5185638 0.6076847
## Routes Blocking Speed And Skill
## Garrett Graham 0.531226965 -0.550678659 0.019451693
## Michael Hoomanawanui -0.055241966 0.702319655 -0.647077689
## Marcedes Lewis -0.143927088 0.574039886 -0.430112798
## Brandon Pettigrew 0.201914586 0.056783914 -0.258698500
## Cameron Clear -0.652800484 0.231546795 0.421253688
## Carson Tinker 0.065718567 1.191149860 -1.256868427
## Nick O'Leary 0.335916675 -0.499905697 0.163989022
## Ryan Griffin 0.165603643 -0.122116401 -0.043487242
## Craig Stevens -0.162475417 0.868240357 -0.705764939
## Clive Walford -0.127829814 -0.400142748 0.527972562
## Kyle Rudolph 0.340980935 -0.429200834 0.088219899
## Dwayne Allen -0.439002911 0.649672329 -0.210669419
## Asante Cleveland -0.315684437 0.171491470 0.144192967
## Tim Wright 0.278575009 -0.580956032 0.302381023
## Travis Kelce 0.009151707 -0.034438532 0.025286825
## Larry Donnell 0.531361976 -0.538782959 0.007420983
## RaShaun Allen -0.144729699 -0.719954750 0.864684449
## Fred Davis 0.514257292 -0.661248235 0.146990943
## Ladarius Green 0.357302667 -0.799206585 0.441903918
## Brian Leonhardt -0.227217553 0.523729053 -0.296511500
## Kellen Davis 0.048418339 0.156084567 -0.204502906
## Kennard Backman -0.412471096 -0.706847402 1.119318498
## Chris Gragg 0.005326891 -0.637621765 0.632294874
## Gary Barnidge 0.479403604 -0.001570802 -0.477832802
## Niles Paul 0.187898289 -0.758004589 0.570106300
## Busta Anderson 0.741177206 -1.248864555 0.507687349
## Demetrius Harris -0.271151882 -0.681987206 0.953139088
## Lance Kendricks 0.196006286 -0.393816443 0.197810158
## MyCole Pruitt -0.104520128 -0.933430607 1.037950735
## Gerald Christian -0.511372072 -0.336418862 0.847790934
## Jake McQuaide -0.225105223 1.138473700 -0.913368478
## Jim Dray -0.087321740 0.409715714 -0.322393975
## Martellus Bennett 0.223898720 0.077134342 -0.301033062
## Charles Clay 0.710993249 -0.584328686 -0.126664563
## Beau Brinkley -0.170811314 0.303437161 -0.132625847
## Brad Smelley 0.356970932 -0.061381456 -0.295589476
## Jacob Tamme 0.633072650 -0.685967334 0.052894684
## Dion Sims -0.119425850 -0.130717488 0.250143338
## A.J. Derby 0.013351992 -0.855352580 0.842000588
## Kyle Miller -0.353864194 0.441832177 -0.087967984
## Jordan Thompson 0.143647437 -0.417691547 0.274044111
## Cooper Helfet 0.413347550 -0.772378268 0.359030718
## Delanie Walker 0.199294169 0.311377908 -0.510672077
## Daniel Fells 0.366102006 0.180728782 -0.546830788
## Trey Burton 0.589985736 -1.164475521 0.574489785
## Jake Murphy -0.043871511 -0.539036397 0.582907908
## James Winchester -0.110674445 0.053181108 0.057493336
## Zach Ertz 0.715572894 -0.684539754 -0.031033140
## Brandon Myers 0.910289340 -0.887314627 -0.022974713
## Maxx Williams 0.261110226 -0.885848031 0.624737805
## Konrad Reuland -0.326143800 0.540980931 -0.214837130
## Rob Blanchflower 0.022373448 -0.185036445 0.162662997
## Chris Pantale -0.126979231 -0.348376291 0.475355523
## Arthur Lynch 0.253655365 -0.331243623 0.077588258
## Alex Bayer -0.551927278 0.297029980 0.254897298
## Luke Stocker -0.110372845 0.231446869 -0.121074025
## Chase Ford 0.022840012 -0.254459190 0.231619178
## Scott Chandler 0.192812273 0.183290319 -0.376102592
## Taylor Thompson -0.652382966 0.318334522 0.334048443
## Luke Willson 0.186163451 -0.223499491 0.037336040
## Rob Housler 0.274823474 -0.584014788 0.309191314
## Geoff Swaim -0.584994184 0.221437983 0.363556201
## Blake Annen -0.332335204 -0.406206670 0.738541874
## Jack Doyle -0.269849242 0.423267380 -0.153418139
## Matt Spaeth 0.566816056 0.216967437 -0.783783493
## John Phillips 0.555349035 -0.137031853 -0.418317183
## Greg Olsen 0.484719994 -0.321483413 -0.163236581
## Dominique Jones 0.423570821 -0.538393301 0.114822481
## Jake Stoneburner -0.012945371 -0.450223629 0.463169000
## Allen Reisner -0.090487597 0.093389271 -0.002901675
## Sean McGrath -0.013446156 -0.018233831 0.031679987
## Ifeanyi Momah -0.458366389 -0.510250270 0.968616659
## Dennis Pitta 0.894538466 -0.777956001 -0.116582465
## Jace Amaro 0.303773418 -0.689801797 0.386028379
## Tyler Eifert 0.332536001 -0.705661041 0.373125040
## Jeff Heuerman -0.652318649 0.136467394 0.515851255
## Zach Sudfeld 0.216625834 -0.503655393 0.287029559
## Richard Gordon -0.357986744 0.541785250 -0.183798506
## Jordan Cameron 0.569177836 -0.933732207 0.364554372
## Tyler Kroft 0.609762244 -1.050322290 0.440560047
## J.J. Jansen -0.264473085 1.666462562 -1.401989476
## Jason Witten 0.898013735 -0.318531873 -0.579481862
## C.J. Fiedorowicz -0.134238547 -0.217277305 0.351515852
## Zach Miller 0.439490126 -0.745508703 0.306018576
## Joseph Fauria 0.301673762 -0.437701029 0.136027267
## Jesse James -0.540647161 -0.419313264 0.959960425
## Crockett Gillmore 0.235357529 -0.314656460 0.079298931
## Rob Gronkowski 0.566151204 -0.501950186 -0.064201018
## Coby Fleener 0.683174014 -0.925363890 0.242189876
## Josh Hill 0.296529209 -0.421690189 0.125160981
## Dante Rosario 0.711285020 -0.129251544 -0.582033476
## Mickey Shuler -0.141732317 0.156145004 -0.014412686
## Levine Toilolo -0.776409688 0.820179161 -0.043769473
## Adrien Robinson -0.359205794 -0.247754634 0.606960428
## Eric Ebron 0.059249267 -0.588706474 0.529457207
## Derek Carrier -0.699095848 -0.259177588 0.958273436
## Richard Rodgers -0.295682233 -0.260922574 0.556604808
## Antonio Gates 0.790688145 -0.778375570 -0.012312574
## Julius Thomas 1.025893964 -1.050704912 0.024810949
## Brandon Williams 0.014098856 -0.205503939 0.191405083
## Clay Harbor 0.177211293 -0.305614760 0.128403467
## Emil Igwenagu -0.594531432 0.381646424 0.212885008
## Logan Paulsen -0.010008981 0.454292480 -0.444283499
## Jared Cook 0.271399090 -0.354920470 0.083521379
## Mike Leach 0.134977626 0.977001567 -1.111979194
## Erik Swoope 0.251954073 -1.075201580 0.823247507
## Thomas Gafford -0.022426842 0.811036608 -0.788609766
## Blake Bell -0.248569112 -0.487531299 0.736100411
## Jon Condo -0.634452160 1.650215452 -1.015763291
## Troy Niklas 0.057912817 -0.250408330 0.192495513
## Ted Bolser -0.203807951 0.137043136 0.066764815
## Nick Boyle -0.784290568 0.328220627 0.456069941
## Morgan Cox -0.038331697 1.189506279 -1.151174581
## Clint Gresham -0.171465279 1.192730104 -1.021264825
## Jon Weeks -0.318013018 1.187189650 -0.869176632
## Clark Harris 0.412536553 0.474814823 -0.887351376
## Cullen Loeffler -0.034430145 1.222205982 -1.187775837
## Kevin McDermott -0.105914266 0.726527704 -0.620613438
## Matt Overton -0.225059152 1.133470719 -0.908411567
## L.P. LaDouceur -0.539775247 1.711878964 -1.172103717
## John Denney -0.331279904 1.675268743 -1.343988839
## Anthony McCoy 0.238080464 -0.308738160 0.070657696
## Brandon Bostick 0.343626523 -0.580152031 0.236525507
## Tony Moeaki 0.805315067 -0.763852334 -0.041462733
## Orson Charles -0.524559680 0.319330589 0.205229091
## Randall Telfer -0.276215592 -0.338845824 0.615061416
## Zak DeOssie -0.160771233 1.076253473 -0.915482240
## Justice Cunningham -0.464324681 -0.050703878 0.515028558
## Gavin Escobar 0.495906222 -0.993857271 0.497951049
## Lee Smith -1.214480834 1.316373375 -0.101892541
## Marcel Jensen -0.263006593 -0.169572350 0.432578943
## C.J. Uzomah -0.695049770 -0.149809562 0.844859331
## Ed Dickson 0.079274373 -0.077705591 -0.001568783
## Jeff Cumberland 0.042923349 0.162325225 -0.205248574
## David Ausberry 0.010264363 -0.238975680 0.228711318
## Austin Seferian-Jenkins 0.185577332 -0.582059112 0.396481780
## Garrett Celek -0.285391255 0.339376069 -0.053984813
## Andrew Quarless 0.350051489 0.016037481 -0.366088970
## Emmanuel Bibbs 0.398179951 -1.030056625 0.631876674
## Jordan Reed 0.874794463 -1.088235824 0.213441361
## Owen Daniels 0.712984144 -0.551067435 -0.161916708
## Brent Celek 0.010195240 0.505109599 -0.515304839
## Tanner Purdum -0.158136726 1.004814130 -0.846677404
## Vance McDonald -0.854678783 0.679991575 0.174687208
## Darren Fells -0.231993227 -0.020698096 0.252691323
## Benjamin Watson 0.140555079 -0.046002490 -0.094552589
## Dave Paulson -0.923462312 0.214643216 0.708819096
## Joe Cardona -0.432489902 0.851280942 -0.418791041
## Justin Perillo -0.336003653 -0.392008161 0.728011814
## Ben Koyack -0.579296412 -0.035412652 0.614709064
## Kyle Nelson -0.040252607 1.093708492 -1.053455886
## Eric Tomlinson -0.943464650 0.364992237 0.578472414
## James O'Shaughnessy -0.397762991 -0.658117610 1.055880600
## Wes Saxton -0.732858377 -0.502873051 1.235731428
## Justin Drescher -0.548455112 1.603137864 -1.054682751
## Mike Windt -0.606656131 1.581892397 -0.975236266
## Josh Harris -0.277472048 0.810445417 -0.532973370
## Don Muhlbach -0.482059700 2.040612456 -1.558552755
## Charley Hughlett -0.535827169 1.124572714 -0.588745545
## Aaron Brewer -0.382786517 1.226709390 -0.843922874
## Jimmy Graham 0.857613312 -0.785271968 -0.072341344
## Anthony Fasano 0.426078607 0.343067617 -0.769146224
## Evan Rodriguez 0.538134053 -0.768083872 0.229949819
## Rhett Ellison -0.420355360 0.516803002 -0.096447641
## Heath Miller 0.280351821 0.286206733 -0.566558554
## Michael Egnew 0.029189985 -0.679029038 0.649839053
## Mychal Rivera 0.550801256 -0.648511163 0.097709907
## Virgil Green -0.312822826 0.305908420 0.006914406
## James Hanna -0.403490908 0.005362560 0.398128349
## Vernon Davis -0.117129799 0.153482295 -0.036352496
## Andrew DePaola -0.297085880 0.649924686 -0.352838806
## Jon Dorenbos -0.542693011 1.695979171 -1.153286160
## Power Running Blocking Catching
## Garrett Graham -0.117551442 -1.121818544 0.731582629
## Michael Hoomanawanui -0.741369615 1.003740064 -0.302611129
## Marcedes Lewis -0.002988940 0.183986273 -0.354512453
## Brandon Pettigrew 0.346940668 -0.430281623 -0.090759853
## Cameron Clear 0.482407015 1.436903567 -0.117498915
## Carson Tinker -1.797981614 1.242697009 -0.801548901
## Nick O'Leary 0.404498108 -0.412259120 0.552638912
## Ryan Griffin 0.265863766 -0.075812292 -0.011229175
## Craig Stevens -0.405407120 1.192594533 -0.727179985
## Clive Walford 0.485914972 -0.174294007 0.305497971
## Kyle Rudolph 0.550627043 -0.715468179 0.295026704
## Dwayne Allen -0.166043644 1.154341883 -0.146369562
## Asante Cleveland 0.546213846 0.630833939 -0.353332769
## Tim Wright 0.287866386 -1.178713265 0.336639398
## Travis Kelce -0.016286052 0.771783650 0.303178870
## Larry Donnell 0.353925535 -0.752248664 0.841881269
## RaShaun Allen 0.653288242 -0.608927917 0.347418499
## Fred Davis 0.329423341 -1.450012270 0.349816046
## Ladarius Green 0.146004597 -1.398429443 0.345200791
## Brian Leonhardt 0.150014894 1.046417747 -0.167752046
## Kellen Davis -0.003273411 -0.056357882 -0.299527216
## Kennard Backman 0.704567742 -0.752381186 0.324371384
## Chris Gragg 0.511126845 -0.469739652 0.203811742
## Gary Barnidge -0.624390125 -0.081420776 0.111169901
## Niles Paul 0.414567403 -1.625405677 0.251796580
## Busta Anderson 0.748529046 -0.740504974 0.640690335
## Demetrius Harris 0.532188518 -0.879240280 0.194846521
## Lance Kendricks 0.195697726 -0.909062817 0.308794114
## MyCole Pruitt 0.699659186 -0.706965796 0.683387542
## Gerald Christian 0.735859198 -0.021056954 0.017208146
## Jake McQuaide -1.421919078 1.354612931 -0.674001822
## Jim Dray -0.139261491 0.401918889 -0.283636254
## Martellus Bennett -0.265660525 0.255083581 0.144206551
## Charles Clay -0.113315341 -0.934914375 0.523861695
## Beau Brinkley -0.164816692 1.047444569 -0.337118379
## Brad Smelley 0.154888351 0.273989699 -0.114067256
## Jacob Tamme 0.293798276 -1.692997962 0.280757365
## Dion Sims 0.339741871 0.133056450 0.041457085
## A.J. Derby 0.742533807 -0.564114596 0.300882505
## Kyle Miller 0.007771708 0.253360119 -0.486920894
## Jordan Thompson 0.553152716 -0.224576492 0.249396229
## Cooper Helfet 0.090302676 -1.161253256 0.736951069
## Delanie Walker -0.465960298 0.609181426 -0.086457076
## Daniel Fells -0.287692828 0.450754763 0.276663069
## Trey Burton 0.407112594 -1.445637054 0.555038541
## Jake Murphy 0.578886722 0.008281838 0.414135096
## James Winchester -0.471004989 -0.208201035 -0.568561354
## Zach Ertz 0.140030910 -0.712554654 0.509659975
## Brandon Myers 0.315535486 -1.602656816 0.761172219
## Maxx Williams 0.463659954 -0.559974069 0.684339060
## Konrad Reuland 0.050744546 0.211164036 -0.524952011
## Rob Blanchflower 0.486776951 0.703030256 0.150691111
## Chris Pantale 0.817264505 0.025978783 0.181772966
## Arthur Lynch 0.270535674 0.411005093 0.109664095
## Alex Bayer -0.170687101 0.652841265 -0.092786345
## Luke Stocker 0.353337070 0.040928012 -0.545219494
## Chase Ford 0.191375458 -0.389327617 0.116734895
## Scott Chandler -0.243493836 -0.280215685 0.163659348
## Taylor Thompson 0.329280984 0.582871142 -0.627023289
## Luke Willson -0.300761376 -0.402257399 0.085964073
## Rob Housler 0.205241893 -1.590366397 0.128971318
## Geoff Swaim 0.314397203 1.115786366 -0.591430755
## Blake Annen 0.390932521 -0.121494343 -0.101624150
## Jack Doyle 0.057130257 0.903647278 -0.133436638
## Matt Spaeth -0.103420270 0.701769008 0.246731219
## John Phillips 0.123601016 -0.211333032 0.036166992
## Greg Olsen -0.410421878 -0.790990561 0.623572580
## Dominique Jones 0.513751749 -0.376682164 0.292471974
## Jake Stoneburner 0.574645736 -0.264611012 0.017023318
## Allen Reisner 0.381957701 -0.055908772 -0.095960617
## Sean McGrath 0.122309629 -0.403040219 -0.014159263
## Ifeanyi Momah 0.778245148 -0.720378647 0.160372466
## Dennis Pitta -0.011886013 -1.299235311 0.898997246
## Jace Amaro 0.474438692 -0.757387224 0.476898283
## Tyler Eifert 0.282076425 -0.497343826 0.589694472
## Jeff Heuerman 0.355904040 0.415288939 -0.156777665
## Zach Sudfeld 0.384976295 -0.844508973 0.193494901
## Richard Gordon 0.145110193 0.495812673 -0.732901539
## Jordan Cameron 0.105836516 -1.519020974 0.797346498
## Tyler Kroft 0.555658207 -0.727397236 0.774939623
## J.J. Jansen -1.698981634 1.820510030 -0.734377009
## Jason Witten -0.155132108 -0.865124098 0.695273732
## C.J. Fiedorowicz 0.351872262 0.269323253 0.080982582
## Zach Miller 0.337299378 -1.351656412 0.236177899
## Joseph Fauria -0.128184533 -0.447608423 0.593908615
## Jesse James 0.692890859 -0.075847713 0.236057219
## Crockett Gillmore 0.130666991 -0.003783773 0.406405290
## Rob Gronkowski 0.046600898 -0.561861852 0.722839711
## Coby Fleener 0.031636579 -1.391397750 0.710212376
## Josh Hill 0.001837167 -0.565557630 0.344084439
## Dante Rosario -0.268653262 -0.168472007 0.398950379
## Mickey Shuler 0.217587352 0.116305068 -0.388169983
## Levine Toilolo 0.022605679 0.609933743 -0.689621068
## Adrien Robinson 0.382369369 -0.280486645 -0.226466999
## Eric Ebron 0.385739953 -0.863336914 0.128467197
## Derek Carrier 0.347971724 -0.777478213 -0.250610335
## Richard Rodgers 0.302420265 -0.798896981 0.248754433
## Antonio Gates 0.329811941 -2.102015401 0.805532402
## Julius Thomas 0.079728661 -1.232908811 0.983639908
## Brandon Williams 0.166762720 0.235935792 -0.075354065
## Clay Harbor -0.068768290 -0.723403193 0.233916325
## Emil Igwenagu -0.098046012 0.534390172 0.050315759
## Logan Paulsen 0.013312186 0.395779638 -0.290417905
## Jared Cook 0.229869266 -0.801064212 0.084078500
## Mike Leach -0.537510504 1.023900957 -0.477387843
## Erik Swoope 0.867906323 -0.647711863 0.473299182
## Thomas Gafford -0.116754643 1.480843287 -0.528414175
## Blake Bell 0.943995070 0.219237247 -0.087295574
## Jon Condo -1.767762971 1.178526505 -0.813573767
## Troy Niklas 0.411960218 0.644681036 0.222899296
## Ted Bolser -0.062803373 0.486434185 -0.112006575
## Nick Boyle 0.441189948 1.297646672 -0.216792435
## Morgan Cox -1.422501947 0.953596987 -0.754091276
## Clint Gresham -1.616251514 0.828483616 -0.482244666
## Jon Weeks -1.176689337 0.752748352 -0.662952753
## Clark Harris -0.988274949 0.912297418 -0.075505330
## Cullen Loeffler -0.285056818 1.637870201 -0.411812861
## Kevin McDermott -0.639450114 1.221807706 -0.469536057
## Matt Overton -0.637523600 1.646608413 -0.854368776
## L.P. LaDouceur -1.447567111 1.374589185 -0.716719133
## John Denney -1.838441289 1.372070322 -0.497326029
## Anthony McCoy 0.165734150 -0.707158090 0.276861250
## Brandon Bostick 0.349279791 -0.804562556 0.140576169
## Tony Moeaki -0.205782782 -1.342464832 0.752129218
## Orson Charles 0.351995365 0.335616677 -0.350557081
## Randall Telfer 0.690152726 0.454818257 0.101185450
## Zak DeOssie -1.856714555 0.817877398 -0.896358672
## Justice Cunningham 0.414390914 0.345811910 0.155009474
## Gavin Escobar 0.322700628 -1.319258241 0.991026464
## Lee Smith 0.036676872 1.772019622 -0.919192919
## Marcel Jensen 0.507205413 0.374329359 0.034245388
## C.J. Uzomah 0.466450796 0.355777995 -0.267768590
## Ed Dickson 0.024088637 -0.643088659 -0.032423572
## Jeff Cumberland -0.112642394 -0.562856753 -0.462727816
## David Ausberry 0.239231058 -0.611950095 -0.107612819
## Austin Seferian-Jenkins 0.438618734 0.331837325 0.451481922
## Garrett Celek -0.020519775 0.379852048 -0.301448400
## Andrew Quarless -0.581585114 -0.005789657 0.221371747
## Emmanuel Bibbs 0.593491861 -0.470943455 0.847262230
## Jordan Reed 0.244520660 -1.673240391 1.012959508
## Owen Daniels 0.095377321 -1.358617106 0.671677956
## Brent Celek -0.115215884 0.544783827 -0.108995890
## Tanner Purdum 0.212192119 2.146829664 -0.862211585
## Vance McDonald 0.285407362 1.026133095 -0.686045180
## Darren Fells 0.446308207 0.211259777 0.053593402
## Benjamin Watson 0.385907582 -0.724261060 -0.027944769
## Dave Paulson 0.101078107 -0.223505201 -0.031061087
## Joe Cardona -0.675678912 1.379369372 -1.011713490
## Justin Perillo 0.539059631 -0.620509656 0.152453276
## Ben Koyack 0.113098688 0.617731964 0.036721555
## Kyle Nelson -1.647371612 1.128180621 -1.077834997
## Eric Tomlinson 0.143396587 1.378615908 -0.049827095
## James O'Shaughnessy 0.635895062 -0.730121323 0.342483500
## Wes Saxton 1.052344957 -0.392061972 0.067552758
## Justin Drescher -1.485217438 1.505377393 -0.575476406
## Mike Windt -1.676660685 1.693427107 -0.673660927
## Josh Harris -0.815638825 1.208337612 -0.833351342
## Don Muhlbach -0.877469647 2.282252377 -1.478375606
## Charley Hughlett -1.237575961 1.042532491 -0.813855419
## Aaron Brewer -0.664350672 1.371347155 -0.911227524
## Jimmy Graham -0.095369294 -1.303836376 0.667702737
## Anthony Fasano -0.262964028 0.399901602 -0.007448908
## Evan Rodriguez 0.345498647 -0.826215519 0.462427977
## Rhett Ellison -0.169723423 0.560501611 -0.491264542
## Heath Miller -0.039687578 0.039242164 0.100790712
## Michael Egnew 0.508245603 -1.515645068 0.199441176
## Mychal Rivera 0.442100788 -1.175950306 0.551196006
## Virgil Green -0.292849520 0.243036182 -0.279690368
## James Hanna -0.078438147 -0.607220408 -0.322157382
## Vernon Davis 0.198277252 -0.531867010 -0.617728941
## Andrew DePaola -1.157423563 0.687375254 -0.364874185
## Jon Dorenbos -1.514060384 1.369715309 -0.697353381
## Speed Running Awareness
## Garrett Graham -0.152272507 0.66005986
## Michael Hoomanawanui -0.503820391 0.54406107
## Marcedes Lewis -0.906077653 1.07959277
## Brandon Pettigrew -0.665331855 0.83943266
## Cameron Clear -0.237877095 -1.56393457
## Carson Tinker 0.064768634 1.29206487
## Nick O'Leary -0.336511279 -0.20836662
## Ryan Griffin -0.108609348 -0.07021295
## Craig Stevens -0.529942682 0.46993525
## Clive Walford 0.186266786 -0.80338572
## Kyle Rudolph -0.311916867 0.18173130
## Dwayne Allen -0.893819603 0.05189093
## Asante Cleveland -0.156007306 -0.66770771
## Tim Wright 0.381454173 0.17275331
## Travis Kelce -0.324775613 -0.73390085
## Larry Donnell -0.889445666 0.44588753
## RaShaun Allen 0.823658384 -1.21543721
## Fred Davis 0.281274997 0.48949789
## Ladarius Green 1.069705591 -0.16248154
## Brian Leonhardt -1.082219039 0.05353844
## Kellen Davis 0.005399659 0.35375885
## Kennard Backman 1.015857879 -1.29241582
## Chris Gragg 0.860920657 -1.10611959
## Gary Barnidge 0.060970685 0.53367031
## Niles Paul 0.938024072 0.02101762
## Busta Anderson 0.861171926 -1.50988633
## Demetrius Harris 1.212486688 -1.06028145
## Lance Kendricks 0.101145373 0.30342560
## MyCole Pruitt 0.768347936 -1.44442887
## Gerald Christian 0.598270217 -1.33028061
## Jake McQuaide -0.138785613 0.88009358
## Jim Dray -0.419639647 0.44061850
## Martellus Bennett -0.356042026 0.22241242
## Charles Clay 0.137864934 0.38650309
## Beau Brinkley 0.165300538 -0.71081004
## Brad Smelley -0.132900049 -0.18191074
## Jacob Tamme 0.369033895 0.74940843
## Dion Sims 0.045895479 -0.56015089
## A.J. Derby 1.041985773 -1.52128749
## Kyle Miller -0.089033537 0.31482260
## Jordan Thompson -0.021076624 -0.55689583
## Cooper Helfet 0.356292651 -0.02229314
## Delanie Walker -0.349264199 0.29250015
## Daniel Fells -0.980267567 0.54054256
## Trey Burton 1.236224233 -0.75273831
## Jake Murphy 0.233617712 -1.23492137
## James Winchester 1.457312347 -0.20954497
## Zach Ertz 0.177283053 -0.11441928
## Brandon Myers -0.155648943 0.68159805
## Maxx Williams 0.556335625 -1.14436057
## Konrad Reuland -0.396644808 0.65968824
## Rob Blanchflower -0.234388223 -1.10611009
## Chris Pantale -0.121604644 -0.90341161
## Arthur Lynch 0.255495674 -1.04670054
## Alex Bayer 0.110150058 -0.49951788
## Luke Stocker -0.044687472 0.19564188
## Chase Ford 0.255616181 -0.17439892
## Scott Chandler -0.752572648 1.11262282
## Taylor Thompson 0.467444881 -0.75257372
## Luke Willson 0.630878536 -0.01382383
## Rob Housler 0.802094381 0.45405880
## Geoff Swaim 0.697555968 -1.53630878
## Blake Annen 1.221017995 -1.38883202
## Jack Doyle -0.710919594 -0.11642130
## Matt Spaeth -1.424252602 0.57917264
## John Phillips -0.381791253 0.43335628
## Greg Olsen -0.212377543 0.79021740
## Dominique Jones 0.009340298 -0.43888186
## Jake Stoneburner 0.597949602 -0.92500764
## Allen Reisner -0.473150574 0.24306226
## Sean McGrath -0.095851206 0.39074106
## Ifeanyi Momah 0.683795835 -0.90203480
## Dennis Pitta -0.278763029 0.69088711
## Jace Amaro 0.261152029 -0.45510178
## Tyler Eifert 0.339729262 -0.71415633
## Jeff Heuerman 0.145599906 -0.76001522
## Zach Sudfeld 0.383966288 -0.11792851
## Richard Gordon -0.091735458 0.18371413
## Jordan Cameron 0.512944600 0.10289336
## Tyler Kroft 0.409222575 -1.01242317
## J.J. Jansen -1.165333684 1.77818230
## Jason Witten -1.062654080 1.38763655
## C.J. Fiedorowicz 0.246662762 -0.94884086
## Zach Miller 0.797777331 -0.01959820
## Joseph Fauria 0.066099710 -0.08421537
## Jesse James 0.539657119 -1.39275748
## Crockett Gillmore -0.162845912 -0.37044260
## Rob Gronkowski -0.447143016 0.23956426
## Coby Fleener 0.624818072 0.02473072
## Josh Hill 0.286389189 -0.06675317
## Dante Rosario -0.715682747 0.75385764
## Mickey Shuler 0.105595230 -0.05131767
## Levine Toilolo -0.407364923 0.46444657
## Adrien Robinson 0.990829088 -0.86624481
## Eric Ebron 0.897939372 -0.54880961
## Derek Carrier 1.390940390 -0.71082357
## Richard Rodgers 0.191315920 0.05640636
## Antonio Gates -0.501505590 1.46817665
## Julius Thomas 0.143054548 0.02648569
## Brandon Williams 0.545507882 -0.87285233
## Clay Harbor 0.320205386 0.23804977
## Emil Igwenagu -0.437838679 -0.04882124
## Logan Paulsen -0.795160729 0.67648681
## Jared Cook 0.267960502 0.21915594
## Mike Leach -1.434630941 1.42562833
## Erik Swoope 0.996343430 -1.68983707
## Thomas Gafford -1.149637367 0.31396290
## Blake Bell 0.738696861 -1.81463360
## Jon Condo -0.602546231 2.00535646
## Troy Niklas -0.120621748 -1.15891880
## Ted Bolser 0.119712424 -0.43133666
## Nick Boyle -0.186371030 -1.33567316
## Morgan Cox -0.379574790 1.60257103
## Clint Gresham -0.507443210 1.77745577
## Jon Weeks -0.560296948 1.64719069
## Clark Harris -0.412658422 0.56414128
## Cullen Loeffler -2.325535847 1.38453532
## Kevin McDermott -0.334721941 0.22190041
## Matt Overton -0.705141412 0.55042538
## L.P. LaDouceur -1.397611348 2.18730841
## John Denney -1.414912293 2.37860929
## Anthony McCoy -0.078166952 0.34272964
## Brandon Bostick 0.617759282 -0.30305269
## Tony Moeaki 0.242945071 0.55317332
## Orson Charles -0.188951775 -0.14810319
## Randall Telfer 0.332267069 -1.57842350
## Zak DeOssie 0.812000295 1.12319553
## Justice Cunningham -0.103368008 -0.81184429
## Gavin Escobar 0.197733092 -0.19220194
## Lee Smith -0.920903462 0.03139989
## Marcel Jensen 0.144602819 -1.06038298
## C.J. Uzomah 1.079286780 -1.63374698
## Ed Dickson 0.106433688 0.54498991
## Jeff Cumberland 0.345367999 0.79285896
## David Ausberry 0.526101304 -0.04576945
## Austin Seferian-Jenkins 0.266331320 -1.48826930
## Garrett Celek -0.127962443 0.07007857
## Andrew Quarless -0.092342565 0.45834559
## Emmanuel Bibbs 0.420166930 -1.38997757
## Jordan Reed 0.112471993 0.30328823
## Owen Daniels -0.505094043 1.09665587
## Brent Celek -1.107127856 0.78655580
## Tanner Purdum -1.324782604 -0.17202759
## Vance McDonald -0.189052221 -0.43644306
## Darren Fells -0.301021076 -0.41014031
## Benjamin Watson -0.488287004 0.85458525
## Dave Paulson 0.202448382 -0.04896020
## Joe Cardona 0.612285658 -0.30426263
## Justin Perillo 0.521081181 -0.59208443
## Ben Koyack 0.551392502 -1.31894471
## Kyle Nelson 0.738890461 0.85813553
## Eric Tomlinson -0.062746371 -1.40943903
## James O'Shaughnessy 0.910625727 -1.15888297
## Wes Saxton 0.807943047 -1.53577879
## Justin Drescher -1.254151766 1.80946822
## Mike Windt -0.721074753 1.37796926
## Josh Harris 0.418306031 0.02234652
## Don Muhlbach -1.684790103 1.75838298
## Charley Hughlett 0.200427771 0.80847112
## Aaron Brewer -0.721533753 0.92576479
## Jimmy Graham 0.272545572 0.45895736
## Anthony Fasano -1.063354482 0.93386582
## Evan Rodriguez 0.425658663 -0.40736977
## Rhett Ellison 0.006903683 0.09358267
## Heath Miller -1.237771217 1.13742592
## Michael Egnew 0.856564478 -0.04860619
## Mychal Rivera -0.239440583 0.42209409
## Virgil Green 0.265042778 0.06446093
## James Hanna 0.964003397 0.04381254
## Vernon Davis 0.434388523 0.51693018
## Andrew DePaola 0.450695074 0.38422742
## Jon Dorenbos -1.303819672 2.14551813
## K-means clustering with 5 clusters of sizes 40, 26, 29, 31, 46
##
## Cluster means:
## Routes Blocking Speed And Skill
## 1 0.134762296 -0.4954373 0.3606750
## 2 -0.313410460 1.2707927 -0.9573822
## 3 0.652075651 -0.7706840 0.1186084
## 4 -0.523493870 -0.1011435 0.6246373
## 5 0.001658614 0.2665688 -0.2682275
##
## Clustering vector:
## Garrett Graham Michael Hoomanawanui Marcedes Lewis
## 3 5 5
## Brandon Pettigrew Cameron Clear Carson Tinker
## 5 4 2
## Nick O'Leary Ryan Griffin Craig Stevens
## 1 5 2
## Clive Walford Kyle Rudolph Dwayne Allen
## 1 1 5
## Asante Cleveland Tim Wright Travis Kelce
## 5 1 5
## Larry Donnell RaShaun Allen Fred Davis
## 3 1 3
## Ladarius Green Brian Leonhardt Kellen Davis
## 1 5 5
## Kennard Backman Chris Gragg Gary Barnidge
## 4 1 5
## Niles Paul Busta Anderson Demetrius Harris
## 1 3 4
## Lance Kendricks MyCole Pruitt Gerald Christian
## 1 1 4
## Jake McQuaide Jim Dray Martellus Bennett
## 2 5 5
## Charles Clay Beau Brinkley Brad Smelley
## 3 5 5
## Jacob Tamme Dion Sims A.J. Derby
## 3 1 1
## Kyle Miller Jordan Thompson Cooper Helfet
## 5 1 3
## Delanie Walker Daniel Fells Trey Burton
## 5 5 3
## Jake Murphy James Winchester Zach Ertz
## 1 5 3
## Brandon Myers Maxx Williams Konrad Reuland
## 3 1 5
## Rob Blanchflower Chris Pantale Arthur Lynch
## 1 1 1
## Alex Bayer Luke Stocker Chase Ford
## 4 5 1
## Scott Chandler Taylor Thompson Luke Willson
## 5 4 1
## Rob Housler Geoff Swaim Blake Annen
## 1 4 4
## Jack Doyle Matt Spaeth John Phillips
## 5 5 5
## Greg Olsen Dominique Jones Jake Stoneburner
## 3 3 1
## Allen Reisner Sean McGrath Ifeanyi Momah
## 5 5 4
## Dennis Pitta Jace Amaro Tyler Eifert
## 3 1 1
## Jeff Heuerman Zach Sudfeld Richard Gordon
## 4 1 5
## Jordan Cameron Tyler Kroft J.J. Jansen
## 3 3 2
## Jason Witten C.J. Fiedorowicz Zach Miller
## 3 1 3
## Joseph Fauria Jesse James Crockett Gillmore
## 1 4 1
## Rob Gronkowski Coby Fleener Josh Hill
## 3 3 1
## Dante Rosario Mickey Shuler Levine Toilolo
## 5 5 5
## Adrien Robinson Eric Ebron Derek Carrier
## 4 1 4
## Richard Rodgers Antonio Gates Julius Thomas
## 4 3 3
## Brandon Williams Clay Harbor Emil Igwenagu
## 1 1 4
## Logan Paulsen Jared Cook Mike Leach
## 5 1 2
## Erik Swoope Thomas Gafford Blake Bell
## 1 2 4
## Jon Condo Troy Niklas Ted Bolser
## 2 1 5
## Nick Boyle Morgan Cox Clint Gresham
## 4 2 2
## Jon Weeks Clark Harris Cullen Loeffler
## 2 5 2
## Kevin McDermott Matt Overton L.P. LaDouceur
## 5 2 2
## John Denney Anthony McCoy Brandon Bostick
## 2 1 1
## Tony Moeaki Orson Charles Randall Telfer
## 3 4 4
## Zak DeOssie Justice Cunningham Gavin Escobar
## 2 4 3
## Lee Smith Marcel Jensen C.J. Uzomah
## 2 4 4
## Ed Dickson Jeff Cumberland David Ausberry
## 5 5 1
## Austin Seferian-Jenkins Garrett Celek Andrew Quarless
## 1 5 5
## Emmanuel Bibbs Jordan Reed Owen Daniels
## 3 3 3
## Brent Celek Tanner Purdum Vance McDonald
## 5 2 4
## Darren Fells Benjamin Watson Dave Paulson
## 4 5 4
## Joe Cardona Justin Perillo Ben Koyack
## 2 4 4
## Kyle Nelson Eric Tomlinson James O'Shaughnessy
## 2 4 4
## Wes Saxton Justin Drescher Mike Windt
## 4 2 2
## Josh Harris Don Muhlbach Charley Hughlett
## 2 2 2
## Aaron Brewer Jimmy Graham Anthony Fasano
## 2 3 5
## Evan Rodriguez Rhett Ellison Heath Miller
## 3 5 5
## Michael Egnew Mychal Rivera Virgil Green
## 1 3 5
## James Hanna Vernon Davis Andrew DePaola
## 4 5 5
## Jon Dorenbos
## 2
##
## Within cluster sum of squares by cluster:
## [1] 5.542560 7.234088 4.438577 7.909706 10.284497
## (between_SS / total_SS = 80.0 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss"
## [5] "tot.withinss" "betweenss" "size" "iter"
## [9] "ifault"
## K-means clustering with 5 clusters of sizes 37, 22, 47, 39, 27
##
## Cluster means:
## Power Running Blocking Catching Speed Running Awareness
## 1 0.04004078 0.81107370 -0.2913303 -0.1728357 -0.3869485
## 2 -1.28805695 1.28695281 -0.6992120 -0.7007988 1.4011150
## 3 0.16487243 -1.01876255 0.4197004 0.2171727 0.2170170
## 4 0.53088232 -0.29789134 0.2159352 0.6565795 -1.1055057
## 5 -0.05917298 0.04358938 -0.0735373 -0.5185638 0.6076847
##
## Clustering vector:
## Garrett Graham Michael Hoomanawanui Marcedes Lewis
## 3 2 5
## Brandon Pettigrew Cameron Clear Carson Tinker
## 5 1 2
## Nick O'Leary Ryan Griffin Craig Stevens
## 3 5 1
## Clive Walford Kyle Rudolph Dwayne Allen
## 4 3 1
## Asante Cleveland Tim Wright Travis Kelce
## 1 3 1
## Larry Donnell RaShaun Allen Fred Davis
## 3 4 3
## Ladarius Green Brian Leonhardt Kellen Davis
## 3 1 5
## Kennard Backman Chris Gragg Gary Barnidge
## 4 4 5
## Niles Paul Busta Anderson Demetrius Harris
## 3 4 4
## Lance Kendricks MyCole Pruitt Gerald Christian
## 3 4 4
## Jake McQuaide Jim Dray Martellus Bennett
## 2 5 5
## Charles Clay Beau Brinkley Brad Smelley
## 3 1 1
## Jacob Tamme Dion Sims A.J. Derby
## 3 1 4
## Kyle Miller Jordan Thompson Cooper Helfet
## 5 4 3
## Delanie Walker Daniel Fells Trey Burton
## 5 5 4
## Jake Murphy James Winchester Zach Ertz
## 4 4 3
## Brandon Myers Maxx Williams Konrad Reuland
## 3 4 5
## Rob Blanchflower Chris Pantale Arthur Lynch
## 1 4 4
## Alex Bayer Luke Stocker Chase Ford
## 1 5 3
## Scott Chandler Taylor Thompson Luke Willson
## 5 1 3
## Rob Housler Geoff Swaim Blake Annen
## 3 1 4
## Jack Doyle Matt Spaeth John Phillips
## 1 5 5
## Greg Olsen Dominique Jones Jake Stoneburner
## 3 4 4
## Allen Reisner Sean McGrath Ifeanyi Momah
## 5 5 4
## Dennis Pitta Jace Amaro Tyler Eifert
## 3 3 4
## Jeff Heuerman Zach Sudfeld Richard Gordon
## 1 3 1
## Jordan Cameron Tyler Kroft J.J. Jansen
## 3 4 2
## Jason Witten C.J. Fiedorowicz Zach Miller
## 5 4 3
## Joseph Fauria Jesse James Crockett Gillmore
## 3 4 1
## Rob Gronkowski Coby Fleener Josh Hill
## 3 3 3
## Dante Rosario Mickey Shuler Levine Toilolo
## 5 1 5
## Adrien Robinson Eric Ebron Derek Carrier
## 4 4 4
## Richard Rodgers Antonio Gates Julius Thomas
## 3 3 3
## Brandon Williams Clay Harbor Emil Igwenagu
## 4 3 1
## Logan Paulsen Jared Cook Mike Leach
## 5 3 2
## Erik Swoope Thomas Gafford Blake Bell
## 4 1 4
## Jon Condo Troy Niklas Ted Bolser
## 2 1 1
## Nick Boyle Morgan Cox Clint Gresham
## 1 2 2
## Jon Weeks Clark Harris Cullen Loeffler
## 2 2 2
## Kevin McDermott Matt Overton L.P. LaDouceur
## 1 2 2
## John Denney Anthony McCoy Brandon Bostick
## 2 3 3
## Tony Moeaki Orson Charles Randall Telfer
## 3 1 4
## Zak DeOssie Justice Cunningham Gavin Escobar
## 2 1 3
## Lee Smith Marcel Jensen C.J. Uzomah
## 1 4 4
## Ed Dickson Jeff Cumberland David Ausberry
## 3 5 3
## Austin Seferian-Jenkins Garrett Celek Andrew Quarless
## 4 1 5
## Emmanuel Bibbs Jordan Reed Owen Daniels
## 4 3 3
## Brent Celek Tanner Purdum Vance McDonald
## 5 1 1
## Darren Fells Benjamin Watson Dave Paulson
## 1 5 3
## Joe Cardona Justin Perillo Ben Koyack
## 1 4 4
## Kyle Nelson Eric Tomlinson James O'Shaughnessy
## 2 1 4
## Wes Saxton Justin Drescher Mike Windt
## 4 2 2
## Josh Harris Don Muhlbach Charley Hughlett
## 1 2 2
## Aaron Brewer Jimmy Graham Anthony Fasano
## 2 3 5
## Evan Rodriguez Rhett Ellison Heath Miller
## 3 1 5
## Michael Egnew Mychal Rivera Virgil Green
## 3 3 1
## James Hanna Vernon Davis Andrew DePaola
## 3 3 1
## Jon Dorenbos
## 2
##
## Within cluster sum of squares by cluster:
## [1] 38.20821 28.41180 31.71380 26.08501 17.32558
## (between_SS / total_SS = 70.1 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss"
## [5] "tot.withinss" "betweenss" "size" "iter"
## [9] "ifault"
##
## Call:
## lm(formula = TEClusterReducedReg[, 1] ~ TEClusterReducedReg[,
## 2] + TEClusterReducedReg[, 3] + TEClusterReducedReg[, 4],
## data = TEClusterReducedReg)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.056770 -0.022509 -0.001262 0.021643 0.071681
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.080e-15 2.001e-03 0.00 1
## TEClusterReducedReg[, 2] 2.385e-01 3.340e-03 71.42 <2e-16 ***
## TEClusterReducedReg[, 3] 7.192e-01 3.669e-03 196.03 <2e-16 ***
## TEClusterReducedReg[, 4] 1.006e+00 3.847e-03 261.51 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02624 on 168 degrees of freedom
## Multiple R-squared: 0.9993, Adjusted R-squared: 0.9993
## F-statistic: 8.322e+04 on 3 and 168 DF, p-value: < 2.2e-16
##
## Call:
## lm(formula = TEClusterFullReg[, 1] ~ TEClusterFullReg[, 2] +
## TEClusterFullReg[, 3] + TEClusterFullReg[, 4] + TEClusterFullReg[,
## 5] + TEClusterFullReg[, 6], data = TEClusterFullReg)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.060779 -0.022310 -0.001107 0.021616 0.072930
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.090e-15 2.012e-03 0.00 1
## TEClusterFullReg[, 2] 3.213e-01 4.749e-03 67.65 <2e-16 ***
## TEClusterFullReg[, 3] 3.837e-01 3.090e-03 124.19 <2e-16 ***
## TEClusterFullReg[, 4] 7.335e-01 5.480e-03 133.85 <2e-16 ***
## TEClusterFullReg[, 5] 1.902e-01 3.754e-03 50.65 <2e-16 ***
## TEClusterFullReg[, 6] 3.359e-01 2.587e-03 129.81 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02638 on 166 degrees of freedom
## Multiple R-squared: 0.9993, Adjusted R-squared: 0.9993
## F-statistic: 4.939e+04 on 5 and 166 DF, p-value: < 2.2e-16
##
## Call:
## lm(formula = TEClusterReducedReg[, 1] ~ TEClusterReducedReg[,
## 2] + TEClusterReducedReg[, 3] + TEClusterReducedReg[, 4],
## data = TEClusterReducedReg)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.056770 -0.022509 -0.001262 0.021643 0.071681
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.080e-15 2.001e-03 0.00 1
## TEClusterReducedReg[, 2] 2.385e-01 3.340e-03 71.42 <2e-16 ***
## TEClusterReducedReg[, 3] 7.192e-01 3.669e-03 196.03 <2e-16 ***
## TEClusterReducedReg[, 4] 1.006e+00 3.847e-03 261.51 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02624 on 168 degrees of freedom
## Multiple R-squared: 0.9993, Adjusted R-squared: 0.9993
## F-statistic: 8.322e+04 on 3 and 168 DF, p-value: < 2.2e-16
##
## Call:
## lm(formula = TEClusterFullReg[, 1] ~ TEClusterFullReg[, 2] +
## TEClusterFullReg[, 3] + TEClusterFullReg[, 4] + TEClusterFullReg[,
## 5] + TEClusterFullReg[, 6], data = TEClusterFullReg)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.060779 -0.022310 -0.001107 0.021616 0.072930
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.090e-15 2.012e-03 0.00 1
## TEClusterFullReg[, 2] 3.213e-01 4.749e-03 67.65 <2e-16 ***
## TEClusterFullReg[, 3] 3.837e-01 3.090e-03 124.19 <2e-16 ***
## TEClusterFullReg[, 4] 7.335e-01 5.480e-03 133.85 <2e-16 ***
## TEClusterFullReg[, 5] 1.902e-01 3.754e-03 50.65 <2e-16 ***
## TEClusterFullReg[, 6] 3.359e-01 2.587e-03 129.81 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02638 on 166 degrees of freedom
## Multiple R-squared: 0.9993, Adjusted R-squared: 0.9993
## F-statistic: 4.939e+04 on 5 and 166 DF, p-value: < 2.2e-16
## Power Running Blocking Catching Speed Running Awareness
## 1 0.04004078 0.81107370 -0.2913303 -0.1728357 -0.3869485
## 2 -1.28805695 1.28695281 -0.6992120 -0.7007988 1.4011150
## 3 0.16487243 -1.01876255 0.4197004 0.2171727 0.2170170
## 4 0.53088232 -0.29789134 0.2159352 0.6565795 -1.1055057
## 5 -0.05917298 0.04358938 -0.0735373 -0.5185638 0.6076847
## Routes Blocking Speed And Skill
## 1 0.134762296 -0.4954373 0.3606750
## 2 -0.313410460 1.2707927 -0.9573822
## 3 0.652075651 -0.7706840 0.1186084
## 4 -0.523493870 -0.1011435 0.6246373
## 5 0.001658614 0.2665688 -0.2682275
## Receiving TE Blocking TE Carrying TE Athletic TE
## Garrett Graham 61.17027 55.48392 63.028404 58.39804
## Michael Hoomanawanui 60.86916 70.01188 60.716812 61.60251
## Marcedes Lewis 67.79672 74.39062 67.347247 68.76295
## Brandon Pettigrew 63.85259 65.37516 64.562934 63.00943
## Cameron Clear 31.57088 32.21332 29.441699 34.46786
## Carson Tinker 16.61099 29.75225 16.816711 16.96144
## Nick O'Leary 50.12012 44.26826 51.341641 48.20296
## Ryan Griffin 55.66336 54.57449 56.267401 54.81524
## Craig Stevens 62.46446 73.09915 61.942541 63.76971
## Clive Walford 52.57619 46.28612 52.071413 52.87829
## Kyle Rudolph 71.92666 67.71001 72.969352 70.30823
## Dwayne Allen 73.22270 79.11999 71.888495 75.24816
## Asante Cleveland 41.58928 42.77317 40.450311 43.14657
## Tim Wright 59.36971 52.18258 60.340699 57.69840
## Travis Kelce 84.78502 84.51151 84.803802 84.74527
## Larry Donnell 69.39720 64.26687 71.090149 66.84613
## RaShaun Allen 35.33574 25.73057 34.786790 35.47540
## Fred Davis 63.09028 55.82832 64.851328 60.35471
## Ladarius Green 67.92030 58.39578 69.061140 65.89101
## Brian Leonhardt 49.96260 56.58606 49.149040 51.39374
## Kellen Davis 55.56996 57.98467 55.759852 55.45960
## Kennard Backman 35.67575 25.30841 34.199426 36.99238
## Chris Gragg 53.92035 44.74897 53.896432 53.43660
## Gary Barnidge 63.37231 65.15638 65.049881 61.25727
## Niles Paul 59.32231 49.21131 59.953656 57.93701
## Busta Anderson 43.74241 29.62952 46.407099 39.50373
## Demetrius Harris 40.08810 29.96262 39.063514 40.82911
## Lance Kendricks 65.66284 61.04168 66.311225 64.55664
## MyCole Pruitt 41.66751 28.80535 41.222788 41.48091
## Gerald Christian 35.45898 29.23842 33.670371 37.46080
## Jake McQuaide 14.03547 24.53968 13.613251 15.10484
## Jim Dray 55.65706 61.09829 55.361592 56.34996
## Martellus Bennett 84.61392 85.78147 85.109387 84.02321
## Charles Clay 81.52507 77.56261 83.223937 78.93751
## Beau Brinkley 18.58976 21.17284 18.177977 19.27576
## Brad Smelley 57.93195 58.47054 59.231719 56.26087
## Jacob Tamme 66.90412 59.97412 68.985054 63.73241
## Dion Sims 61.57407 59.28603 61.137022 62.01260
## A.J. Derby 35.95994 25.20592 35.951474 35.32404
## Kyle Miller 35.78790 40.52428 34.585260 37.63690
## Jordan Thompson 44.67780 39.33447 45.182090 43.72050
## Cooper Helfet 59.93620 50.54369 61.375102 57.52253
## Delanie Walker 79.56399 83.12345 80.104728 79.06416
## Daniel Fells 61.18803 65.04884 62.508145 59.67661
## Trey Burton 54.09207 39.76173 56.200202 50.52380
## Jake Murphy 44.98704 37.23346 44.787466 44.80197
## James Winchester 11.92349 12.08545 11.719958 12.20087
## Zach Ertz 79.12567 73.72998 80.967118 76.27829
## Brandon Myers 62.89132 53.96011 66.011405 58.20661
## Maxx Williams 59.21698 47.55182 60.105392 57.40713
## Konrad Reuland 45.84646 52.34224 44.672467 47.74234
## Rob Blanchflower 48.53831 45.96099 48.609180 48.30102
## Chris Pantale 36.21349 31.14413 35.745742 36.52998
## Arthur Lynch 54.70326 50.94855 55.621240 53.29576
## Alex Bayer 37.74877 39.73571 35.818643 40.41547
## Luke Stocker 55.92439 58.77465 55.531683 56.59473
## Chase Ford 58.68538 55.15543 58.751622 58.40220
## Scott Chandler 69.49048 72.42976 70.131729 68.81927
## Taylor Thompson 44.30224 46.26181 41.920975 47.53687
## Luke Willson 71.55623 69.41111 72.132210 70.67925
## Rob Housler 53.71273 46.38986 54.694723 52.02167
## Geoff Swaim 32.71884 33.48652 30.778261 35.35541
## Blake Annen 36.20534 29.67882 35.018137 37.38223
## Jack Doyle 55.64417 60.56667 54.672420 57.18019
## Matt Spaeth 67.61510 72.33302 69.513939 65.36058
## John Phillips 56.91357 57.16534 58.939783 54.26846
## Greg Olsen 87.74205 86.31663 88.629761 86.43495
## Dominique Jones 53.86496 47.79716 55.401342 51.51897
## Jake Stoneburner 42.85368 36.52369 42.775525 42.59247
## Allen Reisner 50.38745 51.37244 50.055501 50.87414
## Sean McGrath 50.32378 50.00615 50.272242 50.37289
## Ifeanyi Momah 36.76317 28.46014 35.123736 38.43200
## Dennis Pitta 78.88237 72.93417 81.188313 75.31272
## Jace Amaro 62.92454 54.40496 63.950629 61.10567
## Tyler Eifert 73.20189 65.42700 74.179312 71.48201
## Jeff Heuerman 46.51452 45.86316 44.101647 49.63082
## Zach Sudfeld 52.01027 45.61378 52.784261 50.64326
## Richard Gordon 47.56501 53.94511 46.267533 49.61380
## Jordan Cameron 79.20554 70.29088 80.656721 76.74730
## Tyler Kroft 54.62153 41.96374 56.806488 51.04728
## J.J. Jansen 13.26518 29.56412 12.800857 14.61659
## Jason Witten 90.28015 89.84785 91.640838 88.25091
## C.J. Fiedorowicz 50.65323 46.97574 50.136262 51.11786
## Zach Miller 54.42072 45.43585 55.999197 51.85391
## Joseph Fauria 64.36050 59.48373 65.381267 62.74641
## Jesse James 34.02378 26.81983 32.160350 36.06835
## Crockett Gillmore 62.99962 59.54613 63.809157 61.74567
## Rob Gronkowski 93.96731 92.32603 94.566934 93.01877
## Coby Fleener 77.04697 68.23008 78.896552 74.03045
## Josh Hill 66.47792 61.89473 67.458529 64.93116
## Dante Rosario 58.04939 59.02253 60.627000 54.70514
## Mickey Shuler 40.26305 41.90646 39.760143 41.01129
## Levine Toilolo 52.27268 60.86256 49.426912 56.43584
## Adrien Robinson 46.54060 41.57326 45.187575 48.02200
## Eric Ebron 60.20521 52.04926 60.380139 59.52648
## Derek Carrier 42.17469 35.87254 39.611791 45.18686
## Richard Rodgers 54.15854 49.20498 53.039399 55.33125
## Antonio Gates 84.51292 79.20653 86.182146 81.85449
## Julius Thomas 86.79020 79.93951 88.702954 83.60487
## Brandon Williams 52.32523 49.41355 52.363723 52.11162
## Clay Harbor 58.54485 54.89591 59.170609 57.52407
## Emil Igwenagu 34.04418 36.95617 32.048959 36.87001
## Logan Paulsen 50.67100 57.15699 50.664893 51.04584
## Jared Cook 76.96669 73.77994 77.714250 75.79737
## Mike Leach 48.60479 63.02632 49.176703 48.68603
## Erik Swoope 31.69260 20.03525 32.471585 29.97698
## Thomas Gafford 44.17847 55.76759 44.150812 44.86240
## Blake Bell 37.85880 30.47171 36.944070 38.62278
## Jon Condo 10.49132 23.56688 9.498541 12.49793
## Troy Niklas 54.12004 50.74182 54.318235 53.67278
## Ted Bolser 48.75610 49.91573 48.003996 49.79921
## Nick Boyle 37.51811 39.03438 34.785623 41.24938
## Morgan Cox 11.69499 22.26253 11.664813 12.21396
## Clint Gresham 16.96280 29.42921 16.611086 18.03316
## Jon Weeks 11.85917 21.64888 11.317481 13.05904
## Clark Harris 38.86012 47.23616 40.381892 37.36259
## Cullen Loeffler 37.96860 55.28834 37.926149 38.96811
## Kevin McDermott 23.98945 32.48586 23.720725 24.78815
## Matt Overton 13.35007 23.51097 12.942086 14.38205
## L.P. LaDouceur 18.44905 36.96604 17.206801 21.05058
## John Denney 19.55275 38.80927 18.784512 21.50955
## Anthony McCoy 59.19125 55.75100 60.034944 57.89558
## Brandon Bostick 53.38505 46.39371 54.623790 51.37732
## Tony Moeaki 63.30585 55.74652 66.061271 59.19636
## Orson Charles 57.28247 59.72759 55.367403 59.88125
## Randall Telfer 39.82185 34.14235 38.803690 40.82582
## Zak DeOssie 31.66762 45.88310 31.198744 33.03913
## Justice Cunningham 44.48075 41.91686 42.763234 46.58165
## Gavin Escobar 63.83351 51.75672 65.497283 60.96500
## Lee Smith 52.01220 65.71612 47.563496 58.52555
## Marcel Jensen 39.58138 36.23563 38.623510 40.64332
## C.J. Uzomah 31.39725 27.12500 29.114771 34.21422
## Ed Dickson 61.39739 60.62446 61.676235 60.99071
## Jeff Cumberland 55.79057 58.26955 55.960413 55.70996
## David Ausberry 56.51718 53.13106 56.538801 56.29965
## Austin Seferian-Jenkins 62.87300 55.42384 63.490842 61.65335
## Garrett Celek 50.53615 54.28321 49.492292 52.10279
## Andrew Quarless 63.93207 65.46047 65.154151 62.41066
## Emmanuel Bibbs 45.53682 32.81421 46.948521 42.97453
## Jordan Reed 76.99385 66.73957 79.354056 73.14912
## Owen Daniels 73.28843 68.93118 75.409828 70.15187
## Brent Celek 76.12524 81.44289 76.181883 76.37169
## Tanner Purdum 18.12655 28.68773 17.783683 19.10665
## Vance McDonald 58.14111 64.26549 55.035617 62.44096
## Darren Fells 53.08734 51.85655 52.220259 54.14275
## Benjamin Watson 65.49719 65.40584 65.978450 64.86294
## Dave Paulson 40.16910 39.57273 36.874919 44.51822
## Joe Cardona 9.66073 15.00052 9.009031 10.83274
## Justin Perillo 34.59170 28.35664 33.412826 35.77591
## Ben Koyack 32.52851 30.00473 30.595976 34.96221
## Kyle Nelson 13.51073 23.87133 13.469864 14.05021
## Eric Tomlinson 32.11286 33.44889 29.035227 36.37821
## James O'Shaughnessy 36.69275 26.81090 35.255711 37.99005
## Wes Saxton 30.51639 22.19184 28.123606 33.22829
## Justin Drescher 10.86324 23.93270 9.983782 12.69181
## Mike Windt 13.86578 28.27895 12.703811 16.17618
## Josh Harris 30.12849 39.93082 29.276726 31.78233
## Don Muhlbach 23.12242 48.23385 21.873176 26.04861
## Charley Hughlett 13.11742 22.13703 12.117291 14.95775
## Aaron Brewer 15.48800 27.09317 14.697663 17.13013
## Jimmy Graham 91.66445 88.19813 92.811382 89.77835
## Anthony Fasano 63.97726 70.02522 65.482681 62.34641
## Evan Rodriguez 59.24997 50.40142 61.144907 56.25998
## Rhett Ellison 52.59714 58.31379 51.062463 54.90771
## Heath Miller 74.95447 78.95981 75.798409 74.07599
## Michael Egnew 46.22053 36.77179 46.282609 45.59751
## Mychal Rivera 63.51849 56.60365 65.399525 60.63808
## Virgil Green 69.33271 72.05725 68.314365 70.78711
## James Hanna 52.79508 51.25006 51.288571 54.65988
## Vernon Davis 74.24029 75.63304 73.893213 74.76636
## Andrew DePaola 28.22535 35.54245 27.329222 29.80981
## Jon Dorenbos 12.42217 27.60684 11.466625 14.44878
## Balanced TE
## Garrett Graham 58.65905
## Michael Hoomanawanui 65.50119
## Marcedes Lewis 71.09528
## Brandon Pettigrew 64.71979
## Cameron Clear 31.55817
## Carson Tinker 22.63845
## Nick O'Leary 47.39253
## Ryan Griffin 55.21564
## Craig Stevens 67.85548
## Clive Walford 49.37318
## Kyle Rudolph 70.03169
## Dwayne Allen 76.06263
## Asante Cleveland 42.00125
## Tim Wright 55.97557
## Travis Kelce 84.65247
## Larry Donnell 67.15931
## RaShaun Allen 30.31665
## Fred Davis 59.80310
## Ladarius Green 63.47676
## Brian Leonhardt 53.13954
## Kellen Davis 56.80129
## Kennard Backman 30.11562
## Chris Gragg 49.35733
## Gary Barnidge 64.51827
## Niles Paul 54.43443
## Busta Anderson 36.89105
## Demetrius Harris 34.77441
## Lance Kendricks 63.49370
## MyCole Pruitt 35.00001
## Gerald Christian 32.04178
## Jake McQuaide 18.72390
## Jim Dray 58.33497
## Martellus Bennett 85.27597
## Charles Clay 79.89735
## Beau Brinkley 19.78142
## Brad Smelley 58.39863
## Jacob Tamme 63.85104
## Dion Sims 60.37494
## A.J. Derby 30.40532
## Kyle Miller 37.92935
## Jordan Thompson 42.08173
## Cooper Helfet 55.53453
## Delanie Walker 81.46316
## Daniel Fells 63.32155
## Trey Burton 47.24853
## Jake Murphy 41.06260
## James Winchester 11.97232
## Zach Ertz 76.83967
## Brandon Myers 59.00913
## Maxx Williams 53.59978
## Konrad Reuland 48.88889
## Rob Blanchflower 47.26765
## Chris Pantale 33.58888
## Arthur Lynch 52.98275
## Alex Bayer 38.43242
## Luke Stocker 57.28515
## Chase Ford 56.94936
## Scott Chandler 71.06391
## Taylor Thompson 44.90726
## Luke Willson 70.58977
## Rob Housler 50.22701
## Geoff Swaim 32.79797
## Blake Annen 32.72274
## Jack Doyle 57.95808
## Matt Spaeth 70.28403
## John Phillips 57.34950
## Greg Olsen 87.19189
## Dominique Jones 51.09019
## Jake Stoneburner 39.66407
## Allen Reisner 50.82599
## Sean McGrath 50.15815
## Ifeanyi Momah 32.28988
## Dennis Pitta 76.41877
## Jace Amaro 58.90698
## Tyler Eifert 69.61028
## Jeff Heuerman 45.82131
## Zach Sudfeld 48.94811
## Richard Gordon 50.53720
## Jordan Cameron 75.23895
## Tyler Kroft 48.65061
## J.J. Jansen 20.30597
## Jason Witten 90.28858
## C.J. Fiedorowicz 48.74655
## Zach Miller 50.20134
## Joseph Fauria 62.12232
## Jesse James 30.07625
## Crockett Gillmore 61.42147
## Rob Gronkowski 93.29449
## Coby Fleener 73.16149
## Josh Hill 64.38162
## Dante Rosario 58.92884
## Mickey Shuler 40.99994
## Levine Toilolo 56.14821
## Adrien Robinson 43.85630
## Eric Ebron 56.21464
## Derek Carrier 38.62210
## Richard Rodgers 51.52998
## Antonio Gates 82.29035
## Julius Thomas 83.97291
## Brandon Williams 50.88562
## Clay Harbor 56.83643
## Emil Igwenagu 35.16699
## Logan Paulsen 53.90439
## Jared Cook 75.53105
## Mike Leach 55.95179
## Erik Swoope 25.66228
## Thomas Gafford 49.92953
## Blake Bell 33.97845
## Jon Condo 15.92329
## Troy Niklas 52.47484
## Ted Bolser 49.21693
## Nick Boyle 37.84415
## Morgan Cox 16.39062
## Clint Gresham 22.60878
## Jon Weeks 16.14155
## Clark Harris 43.21789
## Cullen Loeffler 46.48115
## Kevin McDermott 28.00916
## Matt Overton 17.87126
## L.P. LaDouceur 26.60695
## John Denney 28.18942
## Anthony McCoy 57.62021
## Brandon Bostick 50.10270
## Tony Moeaki 60.03475
## Orson Charles 58.21100
## Randall Telfer 36.81285
## Zak DeOssie 38.45827
## Justice Cunningham 42.94187
## Gavin Escobar 58.19604
## Lee Smith 58.29139
## Marcel Jensen 37.76337
## C.J. Uzomah 28.89649
## Ed Dickson 61.05684
## Jeff Cumberland 57.05106
## David Ausberry 54.84318
## Austin Seferian-Jenkins 59.31218
## Garrett Celek 52.24051
## Andrew Quarless 64.88047
## Emmanuel Bibbs 39.27989
## Jordan Reed 72.54002
## Owen Daniels 71.50600
## Brent Celek 78.87235
## Tanner Purdum 22.97388
## Vance McDonald 60.75472
## Darren Fells 52.34377
## Benjamin Watson 65.52559
## Dave Paulson 39.36490
## Joe Cardona 11.98718
## Justin Perillo 31.25439
## Ben Koyack 30.97044
## Kyle Nelson 18.19104
## Eric Tomlinson 32.29037
## James O'Shaughnessy 31.41175
## Wes Saxton 25.86723
## Justin Drescher 16.34578
## Mike Windt 20.03252
## Josh Harris 34.73170
## Don Muhlbach 34.52290
## Charley Hughlett 17.03510
## Aaron Brewer 20.62846
## Jimmy Graham 90.26230
## Anthony Fasano 67.26073
## Evan Rodriguez 55.18270
## Rhett Ellison 55.21779
## Heath Miller 77.11663
## Michael Egnew 41.47515
## Mychal Rivera 60.42164
## Virgil Green 70.54899
## James Hanna 51.79780
## Vernon Davis 74.88499
## Andrew DePaola 31.62500
## Jon Dorenbos 18.84692
## Balanced Blocking TE High Awareness Blocking TE
## Garrett Graham 50.26813 52.02843
## Michael Hoomanawanui 64.14226 70.69515
## Marcedes Lewis 69.34079 75.31096
## Brandon Pettigrew 60.83949 64.15506
## Cameron Clear 40.66734 33.95452
## Carson Tinker 20.39625 32.01504
## Nick O'Leary 43.69416 40.83257
## Ryan Griffin 54.36528 53.23353
## Craig Stevens 68.92878 74.43551
## Clive Walford 52.26166 45.97849
## Kyle Rudolph 66.58581 65.10138
## Dwayne Allen 77.76992 80.32699
## Asante Cleveland 47.61286 43.90585
## Tim Wright 53.10776 50.75713
## Travis Kelce 85.01084 83.51125
## Larry Donnell 58.93537 59.44639
## RaShaun Allen 34.83245 25.85225
## Fred Davis 54.26293 53.13560
## Ladarius Green 61.78163 57.16195
## Brian Leonhardt 53.95555 56.61334
## Kellen Davis 56.43707 58.37563
## Kennard Backman 36.98181 26.94821
## Chris Gragg 53.35423 44.33874
## Gary Barnidge 58.92389 63.10804
## Niles Paul 53.73768 49.01957
## Busta Anderson 35.57781 24.68612
## Demetrius Harris 40.82857 31.60620
## Lance Kendricks 60.62470 59.96962
## MyCole Pruitt 39.00090 28.13739
## Gerald Christian 40.35932 31.23060
## Jake McQuaide 18.64556 27.26298
## Jim Dray 57.99670 61.82841
## Martellus Bennett 83.21048 84.79742
## Charles Clay 73.87605 74.23007
## Beau Brinkley 23.02930 21.83178
## Brad Smelley 56.71551 55.95355
## Jacob Tamme 57.17232 57.09167
## Dion Sims 62.95384 59.30572
## A.J. Derby 35.15244 24.53512
## Kyle Miller 40.98281 43.36837
## Jordan Thompson 42.28174 37.43095
## Cooper Helfet 50.71444 47.69986
## Delanie Walker 79.48836 82.37650
## Daniel Fells 56.93294 61.97949
## Trey Burton 45.23237 36.49166
## Jake Murphy 44.30839 35.92642
## James Winchester 14.48606 13.81975
## Zach Ertz 71.85186 69.59416
## Brandon Myers 48.11090 47.97447
## Maxx Williams 53.84300 44.62339
## Konrad Reuland 50.64424 55.02881
## Rob Blanchflower 49.91999 43.94350
## Chris Pantale 36.83625 30.38247
## Arthur Lynch 54.34586 48.36673
## Alex Bayer 44.00771 42.84489
## Luke Stocker 59.53714 59.99358
## Chase Ford 57.38498 55.00422
## Scott Chandler 65.45053 71.48903
## Taylor Thompson 54.72073 50.64812
## Luke Willson 69.65870 69.19606
## Rob Housler 47.70513 46.14340
## Geoff Swaim 44.00778 36.64459
## Blake Annen 40.83882 31.64594
## Jack Doyle 59.79746 61.18054
## Matt Spaeth 62.56474 67.86638
## John Phillips 51.64153 53.60109
## Greg Olsen 82.20127 84.65433
## Dominique Jones 48.78868 44.23209
## Jake Stoneburner 43.53356 36.22878
## Allen Reisner 50.85084 51.48550
## Sean McGrath 49.17135 50.35841
## Ifeanyi Momah 38.74854 30.52573
## Dennis Pitta 66.42774 67.66568
## Jace Amaro 57.22297 51.74822
## Tyler Eifert 68.16665 62.55680
## Jeff Heuerman 53.73335 49.30449
## Zach Sudfeld 47.90860 44.36895
## Richard Gordon 55.02921 56.89082
## Jordan Cameron 69.97754 67.17261
## Tyler Kroft 45.59752 36.85533
## J.J. Jansen 17.75779 32.47148
## Jason Witten 82.65950 86.81181
## C.J. Fiedorowicz 52.79604 46.90175
## Zach Miller 47.60441 43.49482
## Joseph Fauria 58.31210 57.11773
## Jesse James 37.79222 28.58621
## Crockett Gillmore 59.42003 57.04222
## Rob Gronkowski 90.40645 90.51122
## Coby Fleener 67.48873 64.54020
## Josh Hill 61.79812 60.11756
## Dante Rosario 49.22753 54.17743
## Mickey Shuler 43.73623 43.16823
## Levine Toilolo 62.06197 65.98424
## Adrien Robinson 51.25645 44.31080
## Eric Ebron 58.37506 52.09620
## Derek Carrier 48.45381 41.31333
## Richard Rodgers 53.19713 51.03097
## Antonio Gates 72.64911 75.50121
## Julius Thomas 76.72866 74.54464
## Brandon Williams 54.36324 49.15136
## Clay Harbor 54.46098 54.31596
## Emil Igwenagu 38.60419 39.82553
## Logan Paulsen 52.01699 57.11541
## Jared Cook 73.66064 72.77068
## Mike Leach 50.20219 62.41240
## Erik Swoope 28.55662 18.12635
## Thomas Gafford 49.38998 55.17350
## Blake Bell 42.63574 30.76587
## Jon Condo 15.43432 29.08264
## Troy Niklas 54.84973 48.54705
## Ted Bolser 52.39273 51.00753
## Nick Boyle 48.03773 42.12081
## Morgan Cox 14.27228 24.36165
## Clint Gresham 19.46712 32.41109
## Jon Weeks 14.95210 24.77473
## Clark Harris 37.62778 45.14239
## Cullen Loeffler 41.01303 54.21741
## Kevin McDermott 28.59284 33.50013
## Matt Overton 18.81283 25.13577
## L.P. LaDouceur 24.15671 41.79879
## John Denney 23.18005 42.52978
## Anthony McCoy 54.08607 54.21735
## Brandon Bostick 49.10938 44.55451
## Tony Moeaki 50.35768 51.05244
## Orson Charles 63.46394 62.65262
## Randall Telfer 43.81747 34.22272
## Zak DeOssie 38.71303 50.85195
## Justice Cunningham 48.32459 43.42318
## Gavin Escobar 52.47580 47.65002
## Lee Smith 68.27936 72.04678
## Marcel Jensen 43.06916 36.65430
## C.J. Uzomah 40.28044 30.67869
## Ed Dickson 59.24699 60.90845
## Jeff Cumberland 56.34365 59.84358
## David Ausberry 56.11810 53.78946
## Austin Seferian-Jenkins 61.39641 52.40130
## Garrett Celek 54.91015 56.23868
## Andrew Quarless 59.91864 63.77321
## Emmanuel Bibbs 38.66522 28.86838
## Jordan Reed 63.43740 61.08634
## Owen Daniels 61.42733 64.71495
## Brent Celek 76.27356 81.01707
## Tanner Purdum 25.33152 28.40044
## Vance McDonald 69.73373 68.94371
## Darren Fells 55.03138 52.19462
## Benjamin Watson 62.10438 64.72526
## Dave Paulson 46.51279 45.43590
## Joe Cardona 16.17722 17.76936
## Justin Perillo 35.59897 29.93527
## Ben Koyack 38.97925 32.53237
## Kyle Nelson 18.75699 27.02640
## Eric Tomlinson 42.78902 37.36343
## James O'Shaughnessy 37.67265 28.42460
## Wes Saxton 35.92433 24.94036
## Justin Drescher 15.00607 27.76047
## Mike Windt 20.21167 33.15175
## Josh Harris 38.97920 43.32247
## Don Muhlbach 34.92599 52.54834
## Charley Hughlett 19.27817 26.66865
## Aaron Brewer 21.80959 30.08668
## Jimmy Graham 85.52217 85.50158
## Anthony Fasano 60.40706 67.33015
## Evan Rodriguez 51.78678 46.63591
## Rhett Ellison 59.40024 61.48657
## Heath Miller 71.28821 77.22836
## Michael Egnew 42.26007 37.35631
## Mychal Rivera 53.61443 52.63068
## Virgil Green 73.14991 74.35226
## James Hanna 56.77106 55.52718
## Vernon Davis 76.55731 77.53132
## Andrew DePaola 33.23159 39.05230
## Jon Dorenbos 16.93601 32.05812
## Receiving TE Run After Catch TE Balanced TE
## Garrett Graham 58.48709 53.460453 55.43618
## Michael Hoomanawanui 58.77215 57.433988 64.12393
## Marcedes Lewis 68.64881 64.643078 72.40379
## Brandon Pettigrew 63.57762 59.624979 64.64608
## Cameron Clear 30.81630 38.551150 33.19165
## Carson Tinker 16.27668 14.094296 21.20935
## Nick O'Leary 46.31749 46.002600 44.56178
## Ryan Griffin 54.55863 54.826236 54.33926
## Craig Stevens 61.97833 61.801654 68.00682
## Clive Walford 52.71074 55.785717 50.07067
## Kyle Rudolph 70.52638 68.869404 68.82036
## Dwayne Allen 72.02836 72.597940 76.61716
## Asante Cleveland 42.45472 46.501188 43.95408
## Tim Wright 60.57844 58.505388 55.96725
## Travis Kelce 81.88686 84.023887 82.94430
## Larry Donnell 64.22891 60.281329 63.16529
## RaShaun Allen 37.46572 42.022931 31.94742
## Fred Davis 63.48745 59.828724 58.74033
## Ladarius Green 69.92796 69.361244 63.38455
## Brian Leonhardt 47.14459 47.741475 52.76039
## Kellen Davis 56.73266 55.580274 57.41094
## Kennard Backman 40.42411 45.380488 33.89463
## Chris Gragg 55.32628 59.801138 50.12606
## Gary Barnidge 60.37689 57.757525 60.87569
## Niles Paul 63.57823 62.138696 56.44798
## Busta Anderson 39.03048 44.400950 32.24389
## Demetrius Harris 45.31456 49.434643 38.35434
## Lance Kendricks 66.31004 63.951436 63.46569
## MyCole Pruitt 42.45859 47.544244 35.80163
## Gerald Christian 39.05478 45.105234 35.74613
## Jake McQuaide 14.09867 13.018372 18.51832
## Jim Dray 55.64336 54.316442 58.71217
## Martellus Bennett 82.51549 81.767597 83.62411
## Charles Clay 79.04864 76.590431 76.64433
## Beau Brinkley 17.90152 21.082489 19.52074
## Brad Smelley 54.65639 55.846918 55.57957
## Jacob Tamme 67.72750 63.049153 62.72831
## Dion Sims 61.57210 64.046945 60.92655
## A.J. Derby 37.21997 43.296184 31.08412
## Kyle Miller 39.18023 38.729624 41.12930
## Jordan Thompson 43.08527 45.045006 41.12903
## Cooper Helfet 58.55852 56.695116 53.32264
## Delanie Walker 77.04238 76.409702 79.48155
## Daniel Fells 54.99432 52.212129 58.83299
## Trey Burton 53.98379 55.684075 45.12138
## Jake Murphy 43.36603 48.371436 40.47051
## James Winchester 15.07235 16.283240 13.41779
## Zach Ertz 75.74312 75.108285 72.98411
## Brandon Myers 59.01167 53.505583 54.30158
## Maxx Williams 56.84594 60.569280 51.35990
## Konrad Reuland 49.20334 47.131563 52.21187
## Rob Blanchflower 44.53109 49.814205 45.20587
## Chris Pantale 35.64090 39.299117 34.21168
## Arthur Lynch 50.96227 55.910485 49.99087
## Alex Bayer 39.72830 42.593555 40.97850
## Luke Stocker 58.60812 58.640536 59.59736
## Chase Ford 59.61258 59.973997 57.47052
## Scott Chandler 68.05130 62.768530 69.91676
## Taylor Thompson 49.69168 54.687701 50.13734
## Luke Willson 72.10924 71.889291 69.96669
## Rob Housler 57.88366 54.620670 51.79701
## Geoff Swaim 35.46735 44.124683 35.92778
## Blake Annen 40.27221 46.857845 35.67473
## Jack Doyle 53.96669 55.241770 58.11172
## Matt Spaeth 59.00751 56.242007 64.33547
## John Phillips 53.18206 50.915318 53.79952
## Greg Olsen 86.09035 82.946249 85.23653
## Dominique Jones 50.71317 51.975779 48.31655
## Jake Stoneburner 44.10843 48.227997 40.58096
## Allen Reisner 50.94755 49.869786 52.01220
## Sean McGrath 51.84118 49.763560 51.29987
## Ifeanyi Momah 42.07255 45.513525 36.85246
## Dennis Pitta 74.60371 69.856126 71.62142
## Jace Amaro 61.60890 62.372886 57.41982
## Tyler Eifert 70.78602 72.486189 67.17274
## Jeff Heuerman 50.17896 54.251591 50.13945
## Zach Sudfeld 52.98969 52.671824 49.03197
## Richard Gordon 51.21963 51.937676 54.04097
## Jordan Cameron 78.27563 76.153265 73.08773
## Tyler Kroft 49.76763 52.678776 44.07759
## J.J. Jansen 12.23084 9.505893 19.51378
## Jason Witten 86.86494 81.881014 87.18429
## C.J. Fiedorowicz 50.26362 54.717516 49.00897
## Zach Miller 55.99396 54.869961 49.76569
## Joseph Fauria 61.63990 60.762215 59.40020
## Jesse James 37.03349 42.886135 33.42440
## Crockett Gillmore 59.48132 60.444973 58.72731
## Rob Gronkowski 92.13184 91.054437 91.59165
## Coby Fleener 75.46859 73.710341 70.13657
## Josh Hill 65.40803 64.829891 62.74009
## Dante Rosario 51.39558 47.021099 52.98604
## Mickey Shuler 42.43284 43.403431 42.88970
## Levine Toilolo 57.98943 57.383377 62.06210
## Adrien Robinson 51.90203 56.209835 47.94659
## Eric Ebron 63.05025 64.782893 57.67141
## Derek Carrier 52.32506 55.677522 46.30113
## Richard Rodgers 58.17933 56.988009 55.00340
## Antonio Gates 83.39269 76.637151 80.36755
## Julius Thomas 82.80614 81.078525 79.18777
## Brandon Williams 52.10027 56.475880 50.53052
## Clay Harbor 59.36404 57.458881 56.61591
## Emil Igwenagu 35.52364 35.942589 37.82689
## Logan Paulsen 49.68847 47.211427 53.80773
## Jared Cook 77.62950 76.354146 75.38680
## Mike Leach 44.72431 39.557097 53.58611
## Erik Swoope 30.87815 37.010090 24.70844
## Thomas Gafford 39.99813 40.290323 47.92811
## Blake Bell 39.27180 47.918174 35.78695
## Jon Condo 12.45364 9.154579 18.01144
## Troy Niklas 49.91987 55.304330 50.06090
## Ted Bolser 49.00115 51.540302 49.82713
## Nick Boyle 38.59007 45.841268 41.08603
## Morgan Cox 11.90157 9.379814 16.08880
## Clint Gresham 17.37903 13.318869 22.55270
## Jon Weeks 13.11678 10.168398 17.30128
## Clark Harris 33.34524 31.641748 37.99446
## Cullen Loeffler 32.06454 27.796717 43.75044
## Kevin McDermott 22.61037 23.049533 27.07649
## Matt Overton 12.67255 12.647418 17.73239
## L.P. LaDouceur 19.26637 14.192252 28.24524
## John Denney 18.87171 13.186533 27.92185
## Anthony McCoy 58.81312 56.301549 56.88259
## Brandon Bostick 53.79418 54.480211 49.31664
## Tony Moeaki 59.94456 55.313522 55.32486
## Orson Charles 60.75628 62.170303 62.18332
## Randall Telfer 39.53554 46.891019 37.69925
## Zak DeOssie 35.21779 32.514088 39.42654
## Justice Cunningham 45.42913 49.125308 45.18535
## Gavin Escobar 61.16808 59.544251 55.17234
## Lee Smith 56.91473 59.363805 65.07378
## Marcel Jensen 39.70739 44.720103 38.84622
## C.J. Uzomah 36.48708 44.636470 33.48749
## Ed Dickson 63.41199 60.650654 62.07928
## Jeff Cumberland 59.96655 56.820841 59.30010
## David Ausberry 59.55305 59.594604 56.63316
## Austin Seferian-Jenkins 58.49363 64.592891 56.17152
## Garrett Celek 52.30899 52.739228 54.21841
## Andrew Quarless 60.92637 58.502005 61.68912
## Emmanuel Bibbs 40.94605 45.590458 35.61419
## Jordan Reed 73.60229 69.994024 68.15184
## Owen Daniels 70.42455 63.891099 68.19671
## Brent Celek 73.96445 71.265042 78.00856
## Tanner Purdum 15.14913 17.328164 21.81188
## Vance McDonald 62.75708 66.351915 66.18037
## Darren Fells 53.12110 55.008806 53.53162
## Benjamin Watson 66.54823 62.363545 66.36768
## Dave Paulson 47.76442 47.916165 46.59576
## Joe Cardona 11.13208 13.247682 13.24827
## Justin Perillo 38.62612 40.669258 34.64088
## Ben Koyack 34.44445 40.657137 33.39312
## Kyle Nelson 14.88088 14.184771 18.17788
## Eric Tomlinson 33.49905 40.628675 35.72142
## James O'Shaughnessy 41.15582 45.484944 35.02750
## Wes Saxton 36.51146 43.089906 31.42503
## Justin Drescher 11.01696 8.247488 17.16991
## Mike Windt 14.48890 12.260021 21.10990
## Josh Harris 31.82516 33.839318 35.79942
## Don Muhlbach 23.12944 19.996080 36.13357
## Charley Hughlett 15.57824 14.649357 19.12634
## Aaron Brewer 16.17880 15.050915 21.88946
## Jimmy Graham 90.14785 88.237043 87.93172
## Anthony Fasano 58.77782 54.659835 63.39391
## Evan Rodriguez 56.82658 57.400914 52.14540
## Rhett Ellison 55.68081 56.463673 58.18408
## Heath Miller 71.82931 66.923739 75.18496
## Michael Egnew 51.45455 50.408143 44.52506
## Mychal Rivera 61.28479 57.648326 57.93525
## Virgil Green 71.88996 72.218135 72.55645
## James Hanna 60.28030 60.344728 57.05237
## Vernon Davis 78.73800 77.516221 77.92714
## Andrew DePaola 30.16291 29.648214 32.59707
## Jon Dorenbos 13.10163 9.327053 20.17269
## Receiving TE Blocking TE Carrying TE Athletic TE
## Garrett Graham 61.17027 55.48392 63.028404 58.39804
## Michael Hoomanawanui 60.86916 70.01188 60.716812 61.60251
## Marcedes Lewis 67.79672 74.39062 67.347247 68.76295
## Brandon Pettigrew 63.85259 65.37516 64.562934 63.00943
## Cameron Clear 31.57088 32.21332 29.441699 34.46786
## Carson Tinker 16.61099 29.75225 16.816711 16.96144
## Nick O'Leary 50.12012 44.26826 51.341641 48.20296
## Ryan Griffin 55.66336 54.57449 56.267401 54.81524
## Craig Stevens 62.46446 73.09915 61.942541 63.76971
## Clive Walford 52.57619 46.28612 52.071413 52.87829
## Kyle Rudolph 71.92666 67.71001 72.969352 70.30823
## Dwayne Allen 73.22270 79.11999 71.888495 75.24816
## Asante Cleveland 41.58928 42.77317 40.450311 43.14657
## Tim Wright 59.36971 52.18258 60.340699 57.69840
## Travis Kelce 84.78502 84.51151 84.803802 84.74527
## Larry Donnell 69.39720 64.26687 71.090149 66.84613
## RaShaun Allen 35.33574 25.73057 34.786790 35.47540
## Fred Davis 63.09028 55.82832 64.851328 60.35471
## Ladarius Green 67.92030 58.39578 69.061140 65.89101
## Brian Leonhardt 49.96260 56.58606 49.149040 51.39374
## Kellen Davis 55.56996 57.98467 55.759852 55.45960
## Kennard Backman 35.67575 25.30841 34.199426 36.99238
## Chris Gragg 53.92035 44.74897 53.896432 53.43660
## Gary Barnidge 63.37231 65.15638 65.049881 61.25727
## Niles Paul 59.32231 49.21131 59.953656 57.93701
## Busta Anderson 43.74241 29.62952 46.407099 39.50373
## Demetrius Harris 40.08810 29.96262 39.063514 40.82911
## Lance Kendricks 65.66284 61.04168 66.311225 64.55664
## MyCole Pruitt 41.66751 28.80535 41.222788 41.48091
## Gerald Christian 35.45898 29.23842 33.670371 37.46080
## Jake McQuaide 14.03547 24.53968 13.613251 15.10484
## Jim Dray 55.65706 61.09829 55.361592 56.34996
## Martellus Bennett 84.61392 85.78147 85.109387 84.02321
## Charles Clay 81.52507 77.56261 83.223937 78.93751
## Beau Brinkley 18.58976 21.17284 18.177977 19.27576
## Brad Smelley 57.93195 58.47054 59.231719 56.26087
## Jacob Tamme 66.90412 59.97412 68.985054 63.73241
## Dion Sims 61.57407 59.28603 61.137022 62.01260
## A.J. Derby 35.95994 25.20592 35.951474 35.32404
## Kyle Miller 35.78790 40.52428 34.585260 37.63690
## Jordan Thompson 44.67780 39.33447 45.182090 43.72050
## Cooper Helfet 59.93620 50.54369 61.375102 57.52253
## Delanie Walker 79.56399 83.12345 80.104728 79.06416
## Daniel Fells 61.18803 65.04884 62.508145 59.67661
## Trey Burton 54.09207 39.76173 56.200202 50.52380
## Jake Murphy 44.98704 37.23346 44.787466 44.80197
## James Winchester 11.92349 12.08545 11.719958 12.20087
## Zach Ertz 79.12567 73.72998 80.967118 76.27829
## Brandon Myers 62.89132 53.96011 66.011405 58.20661
## Maxx Williams 59.21698 47.55182 60.105392 57.40713
## Konrad Reuland 45.84646 52.34224 44.672467 47.74234
## Rob Blanchflower 48.53831 45.96099 48.609180 48.30102
## Chris Pantale 36.21349 31.14413 35.745742 36.52998
## Arthur Lynch 54.70326 50.94855 55.621240 53.29576
## Alex Bayer 37.74877 39.73571 35.818643 40.41547
## Luke Stocker 55.92439 58.77465 55.531683 56.59473
## Chase Ford 58.68538 55.15543 58.751622 58.40220
## Scott Chandler 69.49048 72.42976 70.131729 68.81927
## Taylor Thompson 44.30224 46.26181 41.920975 47.53687
## Luke Willson 71.55623 69.41111 72.132210 70.67925
## Rob Housler 53.71273 46.38986 54.694723 52.02167
## Geoff Swaim 32.71884 33.48652 30.778261 35.35541
## Blake Annen 36.20534 29.67882 35.018137 37.38223
## Jack Doyle 55.64417 60.56667 54.672420 57.18019
## Matt Spaeth 67.61510 72.33302 69.513939 65.36058
## John Phillips 56.91357 57.16534 58.939783 54.26846
## Greg Olsen 87.74205 86.31663 88.629761 86.43495
## Dominique Jones 53.86496 47.79716 55.401342 51.51897
## Jake Stoneburner 42.85368 36.52369 42.775525 42.59247
## Allen Reisner 50.38745 51.37244 50.055501 50.87414
## Sean McGrath 50.32378 50.00615 50.272242 50.37289
## Ifeanyi Momah 36.76317 28.46014 35.123736 38.43200
## Dennis Pitta 78.88237 72.93417 81.188313 75.31272
## Jace Amaro 62.92454 54.40496 63.950629 61.10567
## Tyler Eifert 73.20189 65.42700 74.179312 71.48201
## Jeff Heuerman 46.51452 45.86316 44.101647 49.63082
## Zach Sudfeld 52.01027 45.61378 52.784261 50.64326
## Richard Gordon 47.56501 53.94511 46.267533 49.61380
## Jordan Cameron 79.20554 70.29088 80.656721 76.74730
## Tyler Kroft 54.62153 41.96374 56.806488 51.04728
## J.J. Jansen 13.26518 29.56412 12.800857 14.61659
## Jason Witten 90.28015 89.84785 91.640838 88.25091
## C.J. Fiedorowicz 50.65323 46.97574 50.136262 51.11786
## Zach Miller 54.42072 45.43585 55.999197 51.85391
## Joseph Fauria 64.36050 59.48373 65.381267 62.74641
## Jesse James 34.02378 26.81983 32.160350 36.06835
## Crockett Gillmore 62.99962 59.54613 63.809157 61.74567
## Rob Gronkowski 93.96731 92.32603 94.566934 93.01877
## Coby Fleener 77.04697 68.23008 78.896552 74.03045
## Josh Hill 66.47792 61.89473 67.458529 64.93116
## Dante Rosario 58.04939 59.02253 60.627000 54.70514
## Mickey Shuler 40.26305 41.90646 39.760143 41.01129
## Levine Toilolo 52.27268 60.86256 49.426912 56.43584
## Adrien Robinson 46.54060 41.57326 45.187575 48.02200
## Eric Ebron 60.20521 52.04926 60.380139 59.52648
## Derek Carrier 42.17469 35.87254 39.611791 45.18686
## Richard Rodgers 54.15854 49.20498 53.039399 55.33125
## Antonio Gates 84.51292 79.20653 86.182146 81.85449
## Julius Thomas 86.79020 79.93951 88.702954 83.60487
## Brandon Williams 52.32523 49.41355 52.363723 52.11162
## Clay Harbor 58.54485 54.89591 59.170609 57.52407
## Emil Igwenagu 34.04418 36.95617 32.048959 36.87001
## Logan Paulsen 50.67100 57.15699 50.664893 51.04584
## Jared Cook 76.96669 73.77994 77.714250 75.79737
## Mike Leach 48.60479 63.02632 49.176703 48.68603
## Erik Swoope 31.69260 20.03525 32.471585 29.97698
## Thomas Gafford 44.17847 55.76759 44.150812 44.86240
## Blake Bell 37.85880 30.47171 36.944070 38.62278
## Jon Condo 10.49132 23.56688 9.498541 12.49793
## Troy Niklas 54.12004 50.74182 54.318235 53.67278
## Ted Bolser 48.75610 49.91573 48.003996 49.79921
## Nick Boyle 37.51811 39.03438 34.785623 41.24938
## Morgan Cox 11.69499 22.26253 11.664813 12.21396
## Clint Gresham 16.96280 29.42921 16.611086 18.03316
## Jon Weeks 11.85917 21.64888 11.317481 13.05904
## Clark Harris 38.86012 47.23616 40.381892 37.36259
## Cullen Loeffler 37.96860 55.28834 37.926149 38.96811
## Kevin McDermott 23.98945 32.48586 23.720725 24.78815
## Matt Overton 13.35007 23.51097 12.942086 14.38205
## L.P. LaDouceur 18.44905 36.96604 17.206801 21.05058
## John Denney 19.55275 38.80927 18.784512 21.50955
## Anthony McCoy 59.19125 55.75100 60.034944 57.89558
## Brandon Bostick 53.38505 46.39371 54.623790 51.37732
## Tony Moeaki 63.30585 55.74652 66.061271 59.19636
## Orson Charles 57.28247 59.72759 55.367403 59.88125
## Randall Telfer 39.82185 34.14235 38.803690 40.82582
## Zak DeOssie 31.66762 45.88310 31.198744 33.03913
## Justice Cunningham 44.48075 41.91686 42.763234 46.58165
## Gavin Escobar 63.83351 51.75672 65.497283 60.96500
## Lee Smith 52.01220 65.71612 47.563496 58.52555
## Marcel Jensen 39.58138 36.23563 38.623510 40.64332
## C.J. Uzomah 31.39725 27.12500 29.114771 34.21422
## Ed Dickson 61.39739 60.62446 61.676235 60.99071
## Jeff Cumberland 55.79057 58.26955 55.960413 55.70996
## David Ausberry 56.51718 53.13106 56.538801 56.29965
## Austin Seferian-Jenkins 62.87300 55.42384 63.490842 61.65335
## Garrett Celek 50.53615 54.28321 49.492292 52.10279
## Andrew Quarless 63.93207 65.46047 65.154151 62.41066
## Emmanuel Bibbs 45.53682 32.81421 46.948521 42.97453
## Jordan Reed 76.99385 66.73957 79.354056 73.14912
## Owen Daniels 73.28843 68.93118 75.409828 70.15187
## Brent Celek 76.12524 81.44289 76.181883 76.37169
## Tanner Purdum 18.12655 28.68773 17.783683 19.10665
## Vance McDonald 58.14111 64.26549 55.035617 62.44096
## Darren Fells 53.08734 51.85655 52.220259 54.14275
## Benjamin Watson 65.49719 65.40584 65.978450 64.86294
## Dave Paulson 40.16910 39.57273 36.874919 44.51822
## Joe Cardona 9.66073 15.00052 9.009031 10.83274
## Justin Perillo 34.59170 28.35664 33.412826 35.77591
## Ben Koyack 32.52851 30.00473 30.595976 34.96221
## Kyle Nelson 13.51073 23.87133 13.469864 14.05021
## Eric Tomlinson 32.11286 33.44889 29.035227 36.37821
## James O'Shaughnessy 36.69275 26.81090 35.255711 37.99005
## Wes Saxton 30.51639 22.19184 28.123606 33.22829
## Justin Drescher 10.86324 23.93270 9.983782 12.69181
## Mike Windt 13.86578 28.27895 12.703811 16.17618
## Josh Harris 30.12849 39.93082 29.276726 31.78233
## Don Muhlbach 23.12242 48.23385 21.873176 26.04861
## Charley Hughlett 13.11742 22.13703 12.117291 14.95775
## Aaron Brewer 15.48800 27.09317 14.697663 17.13013
## Jimmy Graham 91.66445 88.19813 92.811382 89.77835
## Anthony Fasano 63.97726 70.02522 65.482681 62.34641
## Evan Rodriguez 59.24997 50.40142 61.144907 56.25998
## Rhett Ellison 52.59714 58.31379 51.062463 54.90771
## Heath Miller 74.95447 78.95981 75.798409 74.07599
## Michael Egnew 46.22053 36.77179 46.282609 45.59751
## Mychal Rivera 63.51849 56.60365 65.399525 60.63808
## Virgil Green 69.33271 72.05725 68.314365 70.78711
## James Hanna 52.79508 51.25006 51.288571 54.65988
## Vernon Davis 74.24029 75.63304 73.893213 74.76636
## Andrew DePaola 28.22535 35.54245 27.329222 29.80981
## Jon Dorenbos 12.42217 27.60684 11.466625 14.44878
## Balanced TE V6
## Garrett Graham 58.65905 74
## Michael Hoomanawanui 65.50119 77
## Marcedes Lewis 71.09528 81
## Brandon Pettigrew 64.71979 77
## Cameron Clear 31.55817 63
## Carson Tinker 22.63845 52
## Nick O'Leary 47.39253 69
## Ryan Griffin 55.21564 73
## Craig Stevens 67.85548 78
## Clive Walford 49.37318 72
## Kyle Rudolph 70.03169 81
## Dwayne Allen 76.06263 85
## Asante Cleveland 42.00125 68
## Tim Wright 55.97557 74
## Travis Kelce 84.65247 91
## Larry Donnell 67.15931 79
## RaShaun Allen 30.31665 63
## Fred Davis 59.80310 75
## Ladarius Green 63.47676 78
## Brian Leonhardt 53.13954 72
## Kellen Davis 56.80129 74
## Kennard Backman 30.11562 64
## Chris Gragg 49.35733 72
## Gary Barnidge 64.51827 76
## Niles Paul 54.43443 74
## Busta Anderson 36.89105 64
## Demetrius Harris 34.77441 66
## Lance Kendricks 63.49370 78
## MyCole Pruitt 35.00001 66
## Gerald Christian 32.04178 65
## Jake McQuaide 18.72390 51
## Jim Dray 58.33497 74
## Martellus Bennett 85.27597 90
## Charles Clay 79.89735 86
## Beau Brinkley 19.78142 54
## Brad Smelley 58.39863 73
## Jacob Tamme 63.85104 77
## Dion Sims 60.37494 77
## A.J. Derby 30.40532 63
## Kyle Miller 37.92935 65
## Jordan Thompson 42.08173 67
## Cooper Helfet 55.53453 74
## Delanie Walker 81.46316 87
## Daniel Fells 63.32155 76
## Trey Burton 47.24853 70
## Jake Murphy 41.06260 68
## James Winchester 11.97232 48
## Zach Ertz 76.83967 84
## Brandon Myers 59.00913 74
## Maxx Williams 53.59978 74
## Konrad Reuland 48.88889 70
## Rob Blanchflower 47.26765 70
## Chris Pantale 33.58888 64
## Arthur Lynch 52.98275 72
## Alex Bayer 38.43242 67
## Luke Stocker 57.28515 74
## Chase Ford 56.94936 75
## Scott Chandler 71.06391 80
## Taylor Thompson 44.90726 70
## Luke Willson 70.58977 81
## Rob Housler 50.22701 71
## Geoff Swaim 32.79797 64
## Blake Annen 32.72274 65
## Jack Doyle 57.95808 75
## Matt Spaeth 70.28403 78
## John Phillips 57.34950 72
## Greg Olsen 87.19189 92
## Dominique Jones 51.09019 71
## Jake Stoneburner 39.66407 67
## Allen Reisner 50.82599 71
## Sean McGrath 50.15815 71
## Ifeanyi Momah 32.28988 65
## Dennis Pitta 76.41877 83
## Jace Amaro 58.90698 76
## Tyler Eifert 69.61028 81
## Jeff Heuerman 45.82131 71
## Zach Sudfeld 48.94811 71
## Richard Gordon 50.53720 71
## Jordan Cameron 75.23895 84
## Tyler Kroft 48.65061 70
## J.J. Jansen 20.30597 51
## Jason Witten 90.28858 93
## C.J. Fiedorowicz 48.74655 71
## Zach Miller 50.20134 71
## Joseph Fauria 62.12232 77
## Jesse James 30.07625 64
## Crockett Gillmore 61.42147 76
## Rob Gronkowski 93.29449 99
## Coby Fleener 73.16149 83
## Josh Hill 64.38162 78
## Dante Rosario 58.92884 72
## Mickey Shuler 40.99994 66
## Levine Toilolo 56.14821 75
## Adrien Robinson 43.85630 70
## Eric Ebron 56.21464 75
## Derek Carrier 38.62210 69
## Richard Rodgers 51.52998 74
## Antonio Gates 82.29035 88
## Julius Thomas 83.97291 89
## Brandon Williams 50.88562 72
## Clay Harbor 56.83643 74
## Emil Igwenagu 35.16699 65
## Logan Paulsen 53.90439 71
## Jared Cook 75.53105 84
## Mike Leach 55.95179 70
## Erik Swoope 25.66228 60
## Thomas Gafford 49.92953 69
## Blake Bell 33.97845 65
## Jon Condo 15.92329 49
## Troy Niklas 52.47484 72
## Ted Bolser 49.21693 71
## Nick Boyle 37.84415 67
## Morgan Cox 16.39062 48
## Clint Gresham 22.60878 53
## Jon Weeks 16.14155 49
## Clark Harris 43.21789 64
## Cullen Loeffler 46.48115 66
## Kevin McDermott 28.00916 58
## Matt Overton 17.87126 50
## L.P. LaDouceur 26.60695 56
## John Denney 28.18942 56
## Anthony McCoy 57.62021 74
## Brandon Bostick 50.10270 71
## Tony Moeaki 60.03475 74
## Orson Charles 58.21100 76
## Randall Telfer 36.81285 66
## Zak DeOssie 38.45827 62
## Justice Cunningham 42.94187 69
## Gavin Escobar 58.19604 75
## Lee Smith 58.29139 77
## Marcel Jensen 37.76337 66
## C.J. Uzomah 28.89649 63
## Ed Dickson 61.05684 76
## Jeff Cumberland 57.05106 74
## David Ausberry 54.84318 74
## Austin Seferian-Jenkins 59.31218 76
## Garrett Celek 52.24051 72
## Andrew Quarless 64.88047 77
## Emmanuel Bibbs 39.27989 66
## Jordan Reed 72.54002 82
## Owen Daniels 71.50600 80
## Brent Celek 78.87235 85
## Tanner Purdum 22.97388 54
## Vance McDonald 60.75472 78
## Darren Fells 52.34377 73
## Benjamin Watson 65.52559 78
## Dave Paulson 39.36490 69
## Joe Cardona 11.98718 47
## Justin Perillo 31.25439 64
## Ben Koyack 30.97044 64
## Kyle Nelson 18.19104 50
## Eric Tomlinson 32.29037 65
## James O'Shaughnessy 31.41175 65
## Wes Saxton 25.86723 63
## Justin Drescher 16.34578 49
## Mike Windt 20.03252 52
## Josh Harris 34.73170 62
## Don Muhlbach 34.52290 59
## Charley Hughlett 17.03510 51
## Aaron Brewer 20.62846 53
## Jimmy Graham 90.26230 95
## Anthony Fasano 67.26073 77
## Evan Rodriguez 55.18270 73
## Rhett Ellison 55.21779 74
## Heath Miller 77.11663 83
## Michael Egnew 41.47515 68
## Mychal Rivera 60.42164 75
## Virgil Green 70.54899 82
## James Hanna 51.79780 74
## Vernon Davis 74.88499 84
## Andrew DePaola 31.62500 61
## Jon Dorenbos 18.84692 51
## Balanced Blocking TE High Awareness Blocking TE
## Garrett Graham 50.26813 52.02843
## Michael Hoomanawanui 64.14226 70.69515
## Marcedes Lewis 69.34079 75.31096
## Brandon Pettigrew 60.83949 64.15506
## Cameron Clear 40.66734 33.95452
## Carson Tinker 20.39625 32.01504
## Nick O'Leary 43.69416 40.83257
## Ryan Griffin 54.36528 53.23353
## Craig Stevens 68.92878 74.43551
## Clive Walford 52.26166 45.97849
## Kyle Rudolph 66.58581 65.10138
## Dwayne Allen 77.76992 80.32699
## Asante Cleveland 47.61286 43.90585
## Tim Wright 53.10776 50.75713
## Travis Kelce 85.01084 83.51125
## Larry Donnell 58.93537 59.44639
## RaShaun Allen 34.83245 25.85225
## Fred Davis 54.26293 53.13560
## Ladarius Green 61.78163 57.16195
## Brian Leonhardt 53.95555 56.61334
## Kellen Davis 56.43707 58.37563
## Kennard Backman 36.98181 26.94821
## Chris Gragg 53.35423 44.33874
## Gary Barnidge 58.92389 63.10804
## Niles Paul 53.73768 49.01957
## Busta Anderson 35.57781 24.68612
## Demetrius Harris 40.82857 31.60620
## Lance Kendricks 60.62470 59.96962
## MyCole Pruitt 39.00090 28.13739
## Gerald Christian 40.35932 31.23060
## Jake McQuaide 18.64556 27.26298
## Jim Dray 57.99670 61.82841
## Martellus Bennett 83.21048 84.79742
## Charles Clay 73.87605 74.23007
## Beau Brinkley 23.02930 21.83178
## Brad Smelley 56.71551 55.95355
## Jacob Tamme 57.17232 57.09167
## Dion Sims 62.95384 59.30572
## A.J. Derby 35.15244 24.53512
## Kyle Miller 40.98281 43.36837
## Jordan Thompson 42.28174 37.43095
## Cooper Helfet 50.71444 47.69986
## Delanie Walker 79.48836 82.37650
## Daniel Fells 56.93294 61.97949
## Trey Burton 45.23237 36.49166
## Jake Murphy 44.30839 35.92642
## James Winchester 14.48606 13.81975
## Zach Ertz 71.85186 69.59416
## Brandon Myers 48.11090 47.97447
## Maxx Williams 53.84300 44.62339
## Konrad Reuland 50.64424 55.02881
## Rob Blanchflower 49.91999 43.94350
## Chris Pantale 36.83625 30.38247
## Arthur Lynch 54.34586 48.36673
## Alex Bayer 44.00771 42.84489
## Luke Stocker 59.53714 59.99358
## Chase Ford 57.38498 55.00422
## Scott Chandler 65.45053 71.48903
## Taylor Thompson 54.72073 50.64812
## Luke Willson 69.65870 69.19606
## Rob Housler 47.70513 46.14340
## Geoff Swaim 44.00778 36.64459
## Blake Annen 40.83882 31.64594
## Jack Doyle 59.79746 61.18054
## Matt Spaeth 62.56474 67.86638
## John Phillips 51.64153 53.60109
## Greg Olsen 82.20127 84.65433
## Dominique Jones 48.78868 44.23209
## Jake Stoneburner 43.53356 36.22878
## Allen Reisner 50.85084 51.48550
## Sean McGrath 49.17135 50.35841
## Ifeanyi Momah 38.74854 30.52573
## Dennis Pitta 66.42774 67.66568
## Jace Amaro 57.22297 51.74822
## Tyler Eifert 68.16665 62.55680
## Jeff Heuerman 53.73335 49.30449
## Zach Sudfeld 47.90860 44.36895
## Richard Gordon 55.02921 56.89082
## Jordan Cameron 69.97754 67.17261
## Tyler Kroft 45.59752 36.85533
## J.J. Jansen 17.75779 32.47148
## Jason Witten 82.65950 86.81181
## C.J. Fiedorowicz 52.79604 46.90175
## Zach Miller 47.60441 43.49482
## Joseph Fauria 58.31210 57.11773
## Jesse James 37.79222 28.58621
## Crockett Gillmore 59.42003 57.04222
## Rob Gronkowski 90.40645 90.51122
## Coby Fleener 67.48873 64.54020
## Josh Hill 61.79812 60.11756
## Dante Rosario 49.22753 54.17743
## Mickey Shuler 43.73623 43.16823
## Levine Toilolo 62.06197 65.98424
## Adrien Robinson 51.25645 44.31080
## Eric Ebron 58.37506 52.09620
## Derek Carrier 48.45381 41.31333
## Richard Rodgers 53.19713 51.03097
## Antonio Gates 72.64911 75.50121
## Julius Thomas 76.72866 74.54464
## Brandon Williams 54.36324 49.15136
## Clay Harbor 54.46098 54.31596
## Emil Igwenagu 38.60419 39.82553
## Logan Paulsen 52.01699 57.11541
## Jared Cook 73.66064 72.77068
## Mike Leach 50.20219 62.41240
## Erik Swoope 28.55662 18.12635
## Thomas Gafford 49.38998 55.17350
## Blake Bell 42.63574 30.76587
## Jon Condo 15.43432 29.08264
## Troy Niklas 54.84973 48.54705
## Ted Bolser 52.39273 51.00753
## Nick Boyle 48.03773 42.12081
## Morgan Cox 14.27228 24.36165
## Clint Gresham 19.46712 32.41109
## Jon Weeks 14.95210 24.77473
## Clark Harris 37.62778 45.14239
## Cullen Loeffler 41.01303 54.21741
## Kevin McDermott 28.59284 33.50013
## Matt Overton 18.81283 25.13577
## L.P. LaDouceur 24.15671 41.79879
## John Denney 23.18005 42.52978
## Anthony McCoy 54.08607 54.21735
## Brandon Bostick 49.10938 44.55451
## Tony Moeaki 50.35768 51.05244
## Orson Charles 63.46394 62.65262
## Randall Telfer 43.81747 34.22272
## Zak DeOssie 38.71303 50.85195
## Justice Cunningham 48.32459 43.42318
## Gavin Escobar 52.47580 47.65002
## Lee Smith 68.27936 72.04678
## Marcel Jensen 43.06916 36.65430
## C.J. Uzomah 40.28044 30.67869
## Ed Dickson 59.24699 60.90845
## Jeff Cumberland 56.34365 59.84358
## David Ausberry 56.11810 53.78946
## Austin Seferian-Jenkins 61.39641 52.40130
## Garrett Celek 54.91015 56.23868
## Andrew Quarless 59.91864 63.77321
## Emmanuel Bibbs 38.66522 28.86838
## Jordan Reed 63.43740 61.08634
## Owen Daniels 61.42733 64.71495
## Brent Celek 76.27356 81.01707
## Tanner Purdum 25.33152 28.40044
## Vance McDonald 69.73373 68.94371
## Darren Fells 55.03138 52.19462
## Benjamin Watson 62.10438 64.72526
## Dave Paulson 46.51279 45.43590
## Joe Cardona 16.17722 17.76936
## Justin Perillo 35.59897 29.93527
## Ben Koyack 38.97925 32.53237
## Kyle Nelson 18.75699 27.02640
## Eric Tomlinson 42.78902 37.36343
## James O'Shaughnessy 37.67265 28.42460
## Wes Saxton 35.92433 24.94036
## Justin Drescher 15.00607 27.76047
## Mike Windt 20.21167 33.15175
## Josh Harris 38.97920 43.32247
## Don Muhlbach 34.92599 52.54834
## Charley Hughlett 19.27817 26.66865
## Aaron Brewer 21.80959 30.08668
## Jimmy Graham 85.52217 85.50158
## Anthony Fasano 60.40706 67.33015
## Evan Rodriguez 51.78678 46.63591
## Rhett Ellison 59.40024 61.48657
## Heath Miller 71.28821 77.22836
## Michael Egnew 42.26007 37.35631
## Mychal Rivera 53.61443 52.63068
## Virgil Green 73.14991 74.35226
## James Hanna 56.77106 55.52718
## Vernon Davis 76.55731 77.53132
## Andrew DePaola 33.23159 39.05230
## Jon Dorenbos 16.93601 32.05812
## Receiving TE Run After Catch TE Balanced TE V6
## Garrett Graham 58.48709 53.460453 55.43618 74
## Michael Hoomanawanui 58.77215 57.433988 64.12393 77
## Marcedes Lewis 68.64881 64.643078 72.40379 81
## Brandon Pettigrew 63.57762 59.624979 64.64608 77
## Cameron Clear 30.81630 38.551150 33.19165 63
## Carson Tinker 16.27668 14.094296 21.20935 52
## Nick O'Leary 46.31749 46.002600 44.56178 69
## Ryan Griffin 54.55863 54.826236 54.33926 73
## Craig Stevens 61.97833 61.801654 68.00682 78
## Clive Walford 52.71074 55.785717 50.07067 72
## Kyle Rudolph 70.52638 68.869404 68.82036 81
## Dwayne Allen 72.02836 72.597940 76.61716 85
## Asante Cleveland 42.45472 46.501188 43.95408 68
## Tim Wright 60.57844 58.505388 55.96725 74
## Travis Kelce 81.88686 84.023887 82.94430 91
## Larry Donnell 64.22891 60.281329 63.16529 79
## RaShaun Allen 37.46572 42.022931 31.94742 63
## Fred Davis 63.48745 59.828724 58.74033 75
## Ladarius Green 69.92796 69.361244 63.38455 78
## Brian Leonhardt 47.14459 47.741475 52.76039 72
## Kellen Davis 56.73266 55.580274 57.41094 74
## Kennard Backman 40.42411 45.380488 33.89463 64
## Chris Gragg 55.32628 59.801138 50.12606 72
## Gary Barnidge 60.37689 57.757525 60.87569 76
## Niles Paul 63.57823 62.138696 56.44798 74
## Busta Anderson 39.03048 44.400950 32.24389 64
## Demetrius Harris 45.31456 49.434643 38.35434 66
## Lance Kendricks 66.31004 63.951436 63.46569 78
## MyCole Pruitt 42.45859 47.544244 35.80163 66
## Gerald Christian 39.05478 45.105234 35.74613 65
## Jake McQuaide 14.09867 13.018372 18.51832 51
## Jim Dray 55.64336 54.316442 58.71217 74
## Martellus Bennett 82.51549 81.767597 83.62411 90
## Charles Clay 79.04864 76.590431 76.64433 86
## Beau Brinkley 17.90152 21.082489 19.52074 54
## Brad Smelley 54.65639 55.846918 55.57957 73
## Jacob Tamme 67.72750 63.049153 62.72831 77
## Dion Sims 61.57210 64.046945 60.92655 77
## A.J. Derby 37.21997 43.296184 31.08412 63
## Kyle Miller 39.18023 38.729624 41.12930 65
## Jordan Thompson 43.08527 45.045006 41.12903 67
## Cooper Helfet 58.55852 56.695116 53.32264 74
## Delanie Walker 77.04238 76.409702 79.48155 87
## Daniel Fells 54.99432 52.212129 58.83299 76
## Trey Burton 53.98379 55.684075 45.12138 70
## Jake Murphy 43.36603 48.371436 40.47051 68
## James Winchester 15.07235 16.283240 13.41779 48
## Zach Ertz 75.74312 75.108285 72.98411 84
## Brandon Myers 59.01167 53.505583 54.30158 74
## Maxx Williams 56.84594 60.569280 51.35990 74
## Konrad Reuland 49.20334 47.131563 52.21187 70
## Rob Blanchflower 44.53109 49.814205 45.20587 70
## Chris Pantale 35.64090 39.299117 34.21168 64
## Arthur Lynch 50.96227 55.910485 49.99087 72
## Alex Bayer 39.72830 42.593555 40.97850 67
## Luke Stocker 58.60812 58.640536 59.59736 74
## Chase Ford 59.61258 59.973997 57.47052 75
## Scott Chandler 68.05130 62.768530 69.91676 80
## Taylor Thompson 49.69168 54.687701 50.13734 70
## Luke Willson 72.10924 71.889291 69.96669 81
## Rob Housler 57.88366 54.620670 51.79701 71
## Geoff Swaim 35.46735 44.124683 35.92778 64
## Blake Annen 40.27221 46.857845 35.67473 65
## Jack Doyle 53.96669 55.241770 58.11172 75
## Matt Spaeth 59.00751 56.242007 64.33547 78
## John Phillips 53.18206 50.915318 53.79952 72
## Greg Olsen 86.09035 82.946249 85.23653 92
## Dominique Jones 50.71317 51.975779 48.31655 71
## Jake Stoneburner 44.10843 48.227997 40.58096 67
## Allen Reisner 50.94755 49.869786 52.01220 71
## Sean McGrath 51.84118 49.763560 51.29987 71
## Ifeanyi Momah 42.07255 45.513525 36.85246 65
## Dennis Pitta 74.60371 69.856126 71.62142 83
## Jace Amaro 61.60890 62.372886 57.41982 76
## Tyler Eifert 70.78602 72.486189 67.17274 81
## Jeff Heuerman 50.17896 54.251591 50.13945 71
## Zach Sudfeld 52.98969 52.671824 49.03197 71
## Richard Gordon 51.21963 51.937676 54.04097 71
## Jordan Cameron 78.27563 76.153265 73.08773 84
## Tyler Kroft 49.76763 52.678776 44.07759 70
## J.J. Jansen 12.23084 9.505893 19.51378 51
## Jason Witten 86.86494 81.881014 87.18429 93
## C.J. Fiedorowicz 50.26362 54.717516 49.00897 71
## Zach Miller 55.99396 54.869961 49.76569 71
## Joseph Fauria 61.63990 60.762215 59.40020 77
## Jesse James 37.03349 42.886135 33.42440 64
## Crockett Gillmore 59.48132 60.444973 58.72731 76
## Rob Gronkowski 92.13184 91.054437 91.59165 99
## Coby Fleener 75.46859 73.710341 70.13657 83
## Josh Hill 65.40803 64.829891 62.74009 78
## Dante Rosario 51.39558 47.021099 52.98604 72
## Mickey Shuler 42.43284 43.403431 42.88970 66
## Levine Toilolo 57.98943 57.383377 62.06210 75
## Adrien Robinson 51.90203 56.209835 47.94659 70
## Eric Ebron 63.05025 64.782893 57.67141 75
## Derek Carrier 52.32506 55.677522 46.30113 69
## Richard Rodgers 58.17933 56.988009 55.00340 74
## Antonio Gates 83.39269 76.637151 80.36755 88
## Julius Thomas 82.80614 81.078525 79.18777 89
## Brandon Williams 52.10027 56.475880 50.53052 72
## Clay Harbor 59.36404 57.458881 56.61591 74
## Emil Igwenagu 35.52364 35.942589 37.82689 65
## Logan Paulsen 49.68847 47.211427 53.80773 71
## Jared Cook 77.62950 76.354146 75.38680 84
## Mike Leach 44.72431 39.557097 53.58611 70
## Erik Swoope 30.87815 37.010090 24.70844 60
## Thomas Gafford 39.99813 40.290323 47.92811 69
## Blake Bell 39.27180 47.918174 35.78695 65
## Jon Condo 12.45364 9.154579 18.01144 49
## Troy Niklas 49.91987 55.304330 50.06090 72
## Ted Bolser 49.00115 51.540302 49.82713 71
## Nick Boyle 38.59007 45.841268 41.08603 67
## Morgan Cox 11.90157 9.379814 16.08880 48
## Clint Gresham 17.37903 13.318869 22.55270 53
## Jon Weeks 13.11678 10.168398 17.30128 49
## Clark Harris 33.34524 31.641748 37.99446 64
## Cullen Loeffler 32.06454 27.796717 43.75044 66
## Kevin McDermott 22.61037 23.049533 27.07649 58
## Matt Overton 12.67255 12.647418 17.73239 50
## L.P. LaDouceur 19.26637 14.192252 28.24524 56
## John Denney 18.87171 13.186533 27.92185 56
## Anthony McCoy 58.81312 56.301549 56.88259 74
## Brandon Bostick 53.79418 54.480211 49.31664 71
## Tony Moeaki 59.94456 55.313522 55.32486 74
## Orson Charles 60.75628 62.170303 62.18332 76
## Randall Telfer 39.53554 46.891019 37.69925 66
## Zak DeOssie 35.21779 32.514088 39.42654 62
## Justice Cunningham 45.42913 49.125308 45.18535 69
## Gavin Escobar 61.16808 59.544251 55.17234 75
## Lee Smith 56.91473 59.363805 65.07378 77
## Marcel Jensen 39.70739 44.720103 38.84622 66
## C.J. Uzomah 36.48708 44.636470 33.48749 63
## Ed Dickson 63.41199 60.650654 62.07928 76
## Jeff Cumberland 59.96655 56.820841 59.30010 74
## David Ausberry 59.55305 59.594604 56.63316 74
## Austin Seferian-Jenkins 58.49363 64.592891 56.17152 76
## Garrett Celek 52.30899 52.739228 54.21841 72
## Andrew Quarless 60.92637 58.502005 61.68912 77
## Emmanuel Bibbs 40.94605 45.590458 35.61419 66
## Jordan Reed 73.60229 69.994024 68.15184 82
## Owen Daniels 70.42455 63.891099 68.19671 80
## Brent Celek 73.96445 71.265042 78.00856 85
## Tanner Purdum 15.14913 17.328164 21.81188 54
## Vance McDonald 62.75708 66.351915 66.18037 78
## Darren Fells 53.12110 55.008806 53.53162 73
## Benjamin Watson 66.54823 62.363545 66.36768 78
## Dave Paulson 47.76442 47.916165 46.59576 69
## Joe Cardona 11.13208 13.247682 13.24827 47
## Justin Perillo 38.62612 40.669258 34.64088 64
## Ben Koyack 34.44445 40.657137 33.39312 64
## Kyle Nelson 14.88088 14.184771 18.17788 50
## Eric Tomlinson 33.49905 40.628675 35.72142 65
## James O'Shaughnessy 41.15582 45.484944 35.02750 65
## Wes Saxton 36.51146 43.089906 31.42503 63
## Justin Drescher 11.01696 8.247488 17.16991 49
## Mike Windt 14.48890 12.260021 21.10990 52
## Josh Harris 31.82516 33.839318 35.79942 62
## Don Muhlbach 23.12944 19.996080 36.13357 59
## Charley Hughlett 15.57824 14.649357 19.12634 51
## Aaron Brewer 16.17880 15.050915 21.88946 53
## Jimmy Graham 90.14785 88.237043 87.93172 95
## Anthony Fasano 58.77782 54.659835 63.39391 77
## Evan Rodriguez 56.82658 57.400914 52.14540 73
## Rhett Ellison 55.68081 56.463673 58.18408 74
## Heath Miller 71.82931 66.923739 75.18496 83
## Michael Egnew 51.45455 50.408143 44.52506 68
## Mychal Rivera 61.28479 57.648326 57.93525 75
## Virgil Green 71.88996 72.218135 72.55645 82
## James Hanna 60.28030 60.344728 57.05237 74
## Vernon Davis 78.73800 77.516221 77.92714 84
## Andrew DePaola 30.16291 29.648214 32.59707 61
## Jon Dorenbos 13.10163 9.327053 20.17269 51
## [1] 0.1214544 0.3662474 0.5122982
## Routes Blocking Speed And Skill
## 1 0.2446995 0.2861913 0.4691092
## 2 0.1912375 0.4940415 0.3147210
## 3 0.3066175 0.2560963 0.4372862
## 4 0.1612391 0.3369859 0.5017750
## 5 0.2276118 0.3848204 0.3875678
## [1] 0.1635447 0.1953069 0.3733584 0.0968136 0.1709763
## Power Running Blocking Catching Speed Running Awareness
## 1 0.1860721 0.2576171 0.2645851 0.13560938 0.1561164
## 2 0.1023419 0.2851049 0.2370736 0.09869811 0.2767815
## 3 0.1924703 0.1278314 0.3163991 0.16311489 0.2001844
## 4 0.2195025 0.1727491 0.3015078 0.19437910 0.1118614
## 5 0.1772518 0.2013454 0.2810127 0.10893884 0.2314512